tag:blogger.com,1999:blog-62804502024-03-19T04:38:52.003+01:00Los Cuentos del AbueloThese are the Grandpa Tales by Justo Hidalgo - you will read here about Product, Data and Behavior. I have founded a few companies, built a few products and written a few books. And I want to believe I still can play some hoops. Many posts in Spanish, increasingly in English.Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.comBlogger752125tag:blogger.com,1999:blog-6280450.post-10090966494393031552023-01-08T11:00:00.003+01:002023-01-08T11:00:00.185+01:00Spending the holidays with brain-computing interfaces, EEG data and Python<p> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2DwNe6yjmPzNm6aInQ3McUtkVHMB1GLXU0x2JY50oQ_rIXpOViwow--qL5gJsovN3zBKaKWAWXXddlQchXTJVcF5cwgwzSfOi1lwFtZGOR1ZSDs3FttvQib_MVkqC9W7lOAFhQvbThiDICHbcZ5CX5J_OnNUvKKMKzOjiptxLe617HxTEuw/s4032/natasha-connell-aCU6AJnT-8g-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3024" data-original-width="4032" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2DwNe6yjmPzNm6aInQ3McUtkVHMB1GLXU0x2JY50oQ_rIXpOViwow--qL5gJsovN3zBKaKWAWXXddlQchXTJVcF5cwgwzSfOi1lwFtZGOR1ZSDs3FttvQib_MVkqC9W7lOAFhQvbThiDICHbcZ5CX5J_OnNUvKKMKzOjiptxLe617HxTEuw/w640-h480/natasha-connell-aCU6AJnT-8g-unsplash.jpg" width="640" /></a></p><br /><p></p><p>A few days ago I published a post on LinkedIn about my holiday project on brain-computing interfaces (BCI). I decided a blog post made more sense for me so here it goes!</p><p>I have been interested in neuroscience for years. Actually, one of my first pet projects for a company was an emotional intelligence business. It didn't go far because I quickly understood how little we know about the actual functioning of the brain.But I continued <a href="http://www.loscuentosdelabuelo.com/2007/11/revision-sobre-lo-que-he-leido-acerca.html" target="_blank">reading incredible books</a> such as everything I could find by Antonio Damasio, The Brain that Changes itself, the amazing Phantoms in the Brain, again anything written by Oliver Sacks, or a book I wasn't able to finished, The Quest for Consciousness, by Christof Koch. A special shoutout to The Mind's I. A mix of neuro and philosophical articles that just blew my mind (no pun intended) :)<br /></p><p>Some years later I purchased an EEG device via Kickstarter and <a href="http://www.loscuentosdelabuelo.com/2015/12/lo-siguiente-tras-lo-siguiente.html" target="_blank">I learned more about what we actually know</a> and can do with the outputs of our brain. </p><p>I also had the pleasure to meet <a href="https://www.linkedin.com/in/davidvivancos/" target="_blank">David Vivancos</a>, who <a href="http://www.mindbigdata.com/" target="_blank">has been working around this area</a> and advising companies such as Emotiv for many years (check out his <a href="https://arxiv.org/abs/2212.14746" target="_blank">latest paper on the topic</a>)<br /></p><p>I continued learning stuff about the brain, but more focused on the relationship with behavior. My <a href="http://www.loscuentosdelabuelo.com/2020/05/drawing-as-way-to-understand-advanced.html" target="_blank">readings and drawings around the book Behave</a> were the latest things I was doing around the topic.</p><p><br /></p><p>But I still wanted to do more with </p><p>the EEG device, so this winter holiday I set myself to dedicate some time to play around with it and also see what else I could do around EEG and the like. I did not have a specific project in mind so the outcome was more related to finally grasping a generic but firm understanding of the workflow required to obtain relevant data from the brain in order to perform behavioral decisions. </p><p><br /></p><h2 style="text-align: left;">Playing around with the BCI device<br /></h2><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3z5D4V3NoAUH66K-_z7QSSHd8lkSxFyVY7sEMXrRJtiSGHYO43SJATfkOfbMPqZeSkKse3ayJUKuaxD50DSyk6814GuI7-8AXJk-TbpHXRHg_vGaWB8SK_QaW-QFNsMaW-vWtRZoBUPSZHlonY9Y6rppe1n8fTY5x1jolCnzzAWfI06Bm0Q/s1710/Screenshot%202023-01-07%20at%2022.12.48.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1304" data-original-width="1710" height="305" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3z5D4V3NoAUH66K-_z7QSSHd8lkSxFyVY7sEMXrRJtiSGHYO43SJATfkOfbMPqZeSkKse3ayJUKuaxD50DSyk6814GuI7-8AXJk-TbpHXRHg_vGaWB8SK_QaW-QFNsMaW-vWtRZoBUPSZHlonY9Y6rppe1n8fTY5x1jolCnzzAWfI06Bm0Q/w400-h305/Screenshot%202023-01-07%20at%2022.12.48.png" width="400" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"><br /><br /></span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">The first goal was to make my Emotiv Insight device work. While I used it quite a lot around 2015, 2016, I had not really gone much further than that, and the last times I tried it, it was really frustrating (as in "sensors don't work" frustrating :)). But with some conductive
gel and some resilience :) I was able to activate the account, download the new apps by Emotiv (the ones I used were inactive now), train the basic face and cube
motion stuff and even being able to send mind commands. Even my daughter was able to train the cube and move it
with her mind much better than me :D </span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Using the Cortex 2.0 API <br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgKq8VF-xWZo_ojVR1nnlsU8mANLyGaJJPAeDglCQeQbrIZs1MPMGdePn227xeVDS4P0Ch7Pr3nIC_hnQ8CQALW7b9RgjknmkboEQ0XGR3XkFSOVKyOIob9nDWV8O3LUSvGO49z-ZkfQL27NVn1u3D4SNXkjtpvpyfpUnusLmMxBZPSuBNW4g/s1198/Screenshot%202023-01-07%20at%2022.17.52.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1062" data-original-width="1198" height="355" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgKq8VF-xWZo_ojVR1nnlsU8mANLyGaJJPAeDglCQeQbrIZs1MPMGdePn227xeVDS4P0Ch7Pr3nIC_hnQ8CQALW7b9RgjknmkboEQ0XGR3XkFSOVKyOIob9nDWV8O3LUSvGO49z-ZkfQL27NVn1u3D4SNXkjtpvpyfpUnusLmMxBZPSuBNW4g/w400-h355/Screenshot%202023-01-07%20at%2022.17.52.png" width="400" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"><br /> </span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">I also used the Emotiv Cortex
2.0 API and the Python package to interact with the device programmatically. I am not paying for the Emotiv EEG service (this frustrates me much. If I paid for the device, shouldn't I have access to everything the device generates?) so I only get access to processed information such as emotions, etc. Anyway, I played around using some Jupyter notebooks and was able alter the examples provided to obtain some training data, etc. </span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Seeing brainwaves in action </span></span></span></h2><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4wNskg0D44Lp1Y4RTrUrbsIryBtTfh4AKC0RNhAaeGo6r1l43iETM7oyZL-7F8E6mmUyiQ-APZhFhm4_1TbqDFnqikaO7Y_sFZeexxIhLY0IIL8cokf5IgzhyBPAjUp8We8nn9ICnQRkJ21FFGc5enzgV8qcgcR07QP3MlgyS0wfOd4sgyw/s2500/Screenshot%202023-01-07%20at%2022.11.52.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1384" data-original-width="2500" height="221" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj4wNskg0D44Lp1Y4RTrUrbsIryBtTfh4AKC0RNhAaeGo6r1l43iETM7oyZL-7F8E6mmUyiQ-APZhFhm4_1TbqDFnqikaO7Y_sFZeexxIhLY0IIL8cokf5IgzhyBPAjUp8We8nn9ICnQRkJ21FFGc5enzgV8qcgcR07QP3MlgyS0wfOd4sgyw/w400-h221/Screenshot%202023-01-07%20at%2022.11.52.png" width="400" /></a></div><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr"></span></span></span></h2><p><span class="break-words"><span><span dir="ltr">I also
used the BrainViz app from Emotiv to dig a little deeper into the
brainwaves world It is intellectually fascinating for me how we use wave frequencies to understand how our brain thinks. And I also grew a little concerned of how, sometimes, the signals would
completely disappear :D :D :D</span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"><br /></span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Participating in some experiments <br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyCvQqrdM7Ik0GlDtiEGKXqIQQExIPq6j9xl2z9h0MVFZv4bBWDtX0SwX-XCwrNrEch90zU21aZ6-fCz7GdflJUzqODV62NDGpiWtBZb-17FxJG8s-i8xrktBoPrepMb9YNvg8g7_DnGy6lvFbZ-OkLMAXM5LrkTe9YlLd855BzDxNkyZX7w/s1340/Screenshot%202023-01-07%20at%2022.08.06.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1126" data-original-width="1340" height="336" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyCvQqrdM7Ik0GlDtiEGKXqIQQExIPq6j9xl2z9h0MVFZv4bBWDtX0SwX-XCwrNrEch90zU21aZ6-fCz7GdflJUzqODV62NDGpiWtBZb-17FxJG8s-i8xrktBoPrepMb9YNvg8g7_DnGy6lvFbZ-OkLMAXM5LrkTe9YlLd855BzDxNkyZX7w/w400-h336/Screenshot%202023-01-07%20at%2022.08.06.png" width="400" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"><br /></span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">Emotive launched a while ago its Citizen
Community where you can participate in experiments and play some games with the device. That was a fun part of the process, understanding what each experiment was trying to test... or at least guessing it! </span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Oh, the mastoid <br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiRaQw3x77Voxrlc01TtjqpalBtKMqT6y0VRui_gVjpliAGNzPfOyuEWK9ntJmun3cC3MJwEI0RbuSh32G5Zcc7jvI5aqqYZvH4rzfyJIRCwRu31TOA2q8rcUbMq7A6tSryrhYRzK6-7yO5HweP9T2oBowJDItnQsjAD1YRUbHcExbdviz06A/s297/mastoid-reference-points.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="224" data-original-width="297" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiRaQw3x77Voxrlc01TtjqpalBtKMqT6y0VRui_gVjpliAGNzPfOyuEWK9ntJmun3cC3MJwEI0RbuSh32G5Zcc7jvI5aqqYZvH4rzfyJIRCwRu31TOA2q8rcUbMq7A6tSryrhYRzK6-7yO5HweP9T2oBowJDItnQsjAD1YRUbHcExbdviz06A/s16000/mastoid-reference-points.png" title="Image copyright: Emotiv" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"><br /></span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">By using the device, I also read and learnt more about how the hardware of these devices work. I knew some basics about the sensors, and the like, but I hadn't read much about some details, such as the importance of the reference points (and why one option is to have the reference sensor in the mastoid.)</span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Finding out and being amazed by MNE <br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiSmmWewCx4_jeVO1nRPr-t2onLpHclUVpNoCLIZ2cot88knQ4XpOPaOWcCT5kZ0IXqCAyrvUuP5NIteUodOaDqcupUYZ46aSS7RNjjtRTNGiz2JFpBVS6wjEyJ_TCuKVpC3XTa1J8_TemqhQKG3XmrNnIxFZDS_gmCdCeOK1cRyzjKl_y2qA/s910/Screenshot%202023-01-07%20at%2022.11.07.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="404" data-original-width="910" height="142" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiSmmWewCx4_jeVO1nRPr-t2onLpHclUVpNoCLIZ2cot88knQ4XpOPaOWcCT5kZ0IXqCAyrvUuP5NIteUodOaDqcupUYZ46aSS7RNjjtRTNGiz2JFpBVS6wjEyJ_TCuKVpC3XTa1J8_TemqhQKG3XmrNnIxFZDS_gmCdCeOK1cRyzjKl_y2qA/s320/Screenshot%202023-01-07%20at%2022.11.07.png" width="320" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"> </span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">In parallel, I learnt how to read EEG datasets with <a href="https://mne.tools/stable/index.html" target="_blank">MNE</a>, a really, really incredible Python framework. The first
part of the holidays were spent just understanding the basics of the
whole process (from reading .fif files to preprocessing, epoching,
adding events, etc.) I had to use public datasets as I could not use my on brain-generated EEGs, but the good news with that is that I could check that I was doing the right things. In general, I found extremely well-explained tutorials given the complexity of the topic. And just today I was able to read <a href="https://arxiv.org/abs/2212.14746" target="_blank">David Vivanco's latest paper</a> where he provides us with lost of EEG and EOG data from his own MindBigData project. Amazing that the community provides so much interesting and useful resources!<br /></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr">Going deeper with machine learning <br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><div class="separator" style="clear: both; text-align: center;"><span class="break-words"><span><span dir="ltr"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIsKRW2FGTf1efoHGKCNK0fEJp2tPuh2FWtIKBzG6SvojXkpuocwpOrn1irhsOoVWeKzukp5WR-Ox8hl8iG2xAbvbadKcTfDpcw-e1DMK0vRFa3fCYTJm99RPmG28Lkk-BcFB8BXtTCI_hWcFOmFhS_jndQxSdPNL05MABI4IchkBoaYhltA/s2012/Screenshot%202023-01-07%20at%2022.16.29.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1122" data-original-width="2012" height="357" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIsKRW2FGTf1efoHGKCNK0fEJp2tPuh2FWtIKBzG6SvojXkpuocwpOrn1irhsOoVWeKzukp5WR-Ox8hl8iG2xAbvbadKcTfDpcw-e1DMK0vRFa3fCYTJm99RPmG28Lkk-BcFB8BXtTCI_hWcFOmFhS_jndQxSdPNL05MABI4IchkBoaYhltA/w640-h357/Screenshot%202023-01-07%20at%2022.16.29.png" width="640" /></a></span></span></span></div><span class="break-words"><span><span dir="ltr"><br /></span></span></span><p></p><p><span class="break-words"><span><span dir="ltr">The final days of the week were spent
using some machine learning to relate events with electric signals. I
focused on finding P300 ERPs (a positive electric spike that happens after you see or hear an event, around 300 to 600 ms after the event itself) because there were more examples. Here is where I need to put more effort in the future, as my eyes are clearly not used to finding some "obvious differences between EEG lines" :D I thought I wouldn't have time to go a little further and use ICA (Independent Component Analysis) or PCA (Principal Component Analysis), which are techniques used to clean the EEG data in order to remove "artifacts" (basically, signals that come from blinking your eyes or moving your muscles and that are noise to the purpose of brain activity processing) but just today I was able to play around with it a little bit more. <br /></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><p><span class="break-words"><span><span dir="ltr">I still have lots of thing to study and tinker with. As with any serious research topic, everytime I believe I am starting to grasp a concept, tens of new subtopics pop up. One has to go constantly from the neuroscience side to the behavioral, back to the data processing and machine learning, and then back to the ethics side. I always approach this efforts from a product manager's standpoint, so even though it is more than clear that a brain-related product or service requires a multidisciplinary approach, I try to get an overall understanding of everything related to the topic. This is overwhelming (and another opportunity for my <a href="http://www.loscuentosdelabuelo.com/2016/02/el-sindrome-del-impostor.html" target="_blank">imposter's syndrome</a> to appear again) but totally worth it. <br /></span></span></span></p><p><span class="break-words"><span><span dir="ltr">The
most relevant outcome is that I have a much deeper understanding of the
steps required to go from pure electric signal reading to my final
interest, which is to see how it would be useful to build more relevant,
ethical and useful products for people. I wouldn't say I can read
academic papers about the nuisances of every topic (that would take me
another life or two, I guess!) but even if I'm still miles from the
bottom of the knowledge pool, I've been able to dive quite a few meters
already. </span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><h2 style="text-align: left;"><span class="break-words"><span><span dir="ltr"> Some resources in case you're interested<br /></span></span></span></h2><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr">I could not end this post without mentioning the main resources I have used. In this case, and more than ever, I would've been lost without them. <br /></span></span></span></p><ul style="text-align: left;"><li><span class="break-words"><span><span dir="ltr">The MNE site is impressive in terms of explanations and tutorials: <a data-attribute-index="5" href="https://lnkd.in/dcUVtjPZ">https://lnkd.in/dcUVtjPZ</a> This community is really broad and by just googling a little I found new MNE-based tutorials that helped me understand some concepts in a more detailed way.</span></span></span><span class="break-words"><span><span dir="ltr"> </span></span></span></li><li><span class="break-words"><span><span dir="ltr">The NeurotechEdu community is also very impressive. The tutorials are deeply explained and the tutorials work really well: <a data-attribute-index="6" href="https://lnkd.in/dZRPTUCn">https://lnkd.in/dZRPTUCn</a> </span></span></span><span class="break-words"><span><span dir="ltr">I just signed up to their newsletter :)<br /></span></span></span></li><li><span class="break-words"><span><span dir="ltr">I used chatGPT as my smart companion. It's helped me with theory
questions, theoretical approaches and even with some of the python code I
needed. So thumbs up to Open AI as well: <a data-attribute-index="7" href="https://chat.openai.com">https://chat.openai.com</a> </span></span></span><br /></li></ul><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"></span></span></span></p><p><span class="break-words"><span><span dir="ltr"><br />During my search I found references to some potentially interesting books on BCI and EEG processing. I had already read Tan Le's book, The Neurogeneration (Tan Le is Emotiv's CEO and founder), but now I see I need really deeper literature. I mention some here but without really knowing much about them: </span></span></span></p><ul style="text-align: left;"><li><span class="break-words"><span><span dir="ltr"></span></span></span>Brain-Computer Interfacing: An Introduction. By Rao.</li><li>Brain-Computer Interfaces: Principles and Practice. By Wolpaw and Wolpaw.</li><li>The Brain Electric: The Dramatic High-Tech Race to Merge Minds and Machines. By Gay. </li><li>A Practical Guide to Brain–Computer Interfacing with BCI2000: General-Purpose Software for Brain-Computer Interface Research, Data Acquisition, Stimulus Presentation, and Brain Monitoring. By Schalk and Mellinger. </li><li>Toward brain-computer interfacing. By Dornhege (editor)</li></ul><span class="break-words"><span><span dir="ltr"> <br /></span></span></span><p><span class="break-words"><span><span dir="ltr"> All
in all, I really enjoyed learning more about a topic I really love. I
hope to continue finding time during the following months to continue
this journey, and I hope this can be useful or interesting to some of you!</span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><p><span class="break-words"><span><span dir="ltr">Cover image by <a href="https://unsplash.com/@natcon773?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Natasha Connell</a>, <a href="https://unsplash.com/es/fotos/aCU6AJnT-8g?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
</span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span></p><p><span class="break-words"><span><span dir="ltr"> </span></span></span> <br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-55563236597420478702022-08-20T20:20:00.005+02:002022-08-20T20:21:42.534+02:00Brain fog<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcfYIC_11h1yKEuLcwj98c-R1jDSepvy9D1aMZ-sGYOlgF9Nzt8B7XSan17ljCNhm8FgJiCG2ZFOfpEqCZY0V7c46n2J9SvP57L5Goh-4Ax9xtDPB8fEU3OPYZI_efEl6x9WbEemvMfUucVtlWz3SzKJJqiEY5CPvPmF6VZvGyYogOBtH60A/s3732/matt-benson-Evdzs-qe2E0-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2499" data-original-width="3732" height="428" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcfYIC_11h1yKEuLcwj98c-R1jDSepvy9D1aMZ-sGYOlgF9Nzt8B7XSan17ljCNhm8FgJiCG2ZFOfpEqCZY0V7c46n2J9SvP57L5Goh-4Ax9xtDPB8fEU3OPYZI_efEl6x9WbEemvMfUucVtlWz3SzKJJqiEY5CPvPmF6VZvGyYogOBtH60A/w640-h428/matt-benson-Evdzs-qe2E0-unsplash.jpg" width="640" /></a></div><p><br /></p><p>I have been thinking lately about forgetfulness in our daily lives. We are not perfect and we all forget stuff. The thing is when is something to start worrying about? Not referring now to horrible diseases like Alzheimer, but more about how stress, anxiety, or simply too many things on our plate can make us feel this <a href="https://www.health.harvard.edu/blog/brain-fog-memory-and-attention-after-covid-19-202203172707" target="_blank">brain fog</a>. </p><p><br /></p><p>In my case, this has not been a good school year (September to August) with some bad (and one after the other) personal news that have been testing my typically <a href="http://www.loscuentosdelabuelo.com/2020/01/resilience-and-entrepreneurship.html" target="_blank">stoic approach</a> to life. On the outside, I think I have been able to manage it, but this brain fog I mentioned is something that I clearly notice. It is not something constant. A good Friday night sleep and I am another person on Saturday. Less than a month ago I reviewed the first draft of my book in a 4-hour stand with no problem at all. But it all goes quickly down the drain. And with a summer holiday, typically battery recharging for me, with also some bad stuff going on -some of it also caused by this forgetfulness-, I am afraid this will not go away. </p><p>I've read in some <a href="https://www.bangkokhospital.com/en/content/brain-fog-syndrome" target="_blank">medical sources</a> that this brain fog may be caused by, among others:</p><p></p><ul style="text-align: left;"><li>Too much time with computers and phones. </li><li>Stress.</li><li>Diet.</li><li>No exercise. </li><li>Alcohol, smoking, too much coffee. </li><li>No enjoyable activities.</li></ul><p></p><p>In my case I guess I can have 3 or 4 of those and I have been working it out lately, specially after the pandemic let me totally out of shape. But it has not been enough at all. So I will do my best to start this new school year with: </p><p></p><ul style="text-align: left;"><li>More exercise (currently 2x a week, should go to 4x). </li><li>Better diet (or, in my case, the diet is good, but snacks are too much of a temptation to me!)</li><li>Lowering the stress levels -which I am typically quite good at, but just in case... life and work have to be enjoyed, not survived. </li><li>Enjoyable activities. I enjoy what I do, but it is true that my professional obligations plus related stuff (teaching, writing my book, attending courses) are too similar in scope and range. Even when I draw <a href="http://www.loscuentosdelabuelo.com/2020/05/drawing-as-way-to-understand-advanced.html" target="_blank">I do it in pretty weird ways</a>. While not quickly, I should try to find something completely different, like basketball again :)</li></ul><p></p><p><br /></p><p><br /></p><p><br /></p><p>Image by <a href="https://unsplash.com/@mattgyver?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Matt Benson</a> on <a href="https://unsplash.com/s/photos/brain-fog?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></p><p><br /></p><p><br /></p><p><br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-70143796431836552182022-08-13T22:01:00.006+02:002022-08-13T22:01:56.154+02:00Finding links between personality assessments, lie detectors and Wonder Woman. The interesting story of the Marstons. <p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvTs50sqe3_ds3fbcFghiPC4z1j2PGUEsA6Unss9lXLT3YESPF2cYuV25r4H8gqDlL3lo7Fe_tlqkixGZJDCjUV4R8Jakl31asPB3FETAUaZzvmkWHmMyethr9gk65KI-l-PlpdoUASAQXPe2G9K7TRFXjmqy-eWQfH1xNNMWXfmwhuciL5Q/s5760/markus-spiske-7CjegTgBPKc-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3840" data-original-width="5760" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvTs50sqe3_ds3fbcFghiPC4z1j2PGUEsA6Unss9lXLT3YESPF2cYuV25r4H8gqDlL3lo7Fe_tlqkixGZJDCjUV4R8Jakl31asPB3FETAUaZzvmkWHmMyethr9gk65KI-l-PlpdoUASAQXPe2G9K7TRFXjmqy-eWQfH1xNNMWXfmwhuciL5Q/w640-h426/markus-spiske-7CjegTgBPKc-unsplash.jpg" width="640" /></a></div><br /><p></p><p>I had been wanting to watch the movie <a href="https://www.imdb.com/title/tt6133130/?ref_=fn_al_tt_1" target="_blank">Professor Marston and the Wonder Women</a> since its release back in 2017. Finally I found some time and to my amazement, the story went beyond what I was expecting.</p><p> I was interested in knowing more about <a href="https://en.wikipedia.org/wiki/William_Moulton_Marston" target="_blank">the creator of Wonder Woman</a> and <a href="https://comicsalliance.com/golden-age-wonder-woman-kink-gallery/" target="_blank">the comic book's first really radical years</a>. I knew Wonder Woman had undergone severe updates in her development as a superhero, in many cases due to the interpretation of the character by the society in the 50s, 60s and 70s. I thought the movie would tell me more about the early stages of the superhero.</p><p><br /></p><p>However, I found something much more interesting. Dr. Marston, along with her wife <a href="https://en.wikipedia.org/wiki/Elizabeth_Holloway_Marston" target="_blank">Elizabeth Holloway</a>, were the inventors of a first approach to the polygraph, or lie detector. They also had a long-term polyamorous relationship with <a href="https://en.wikipedia.org/wiki/Olive_Byrne" target="_blank">Olive Byrne</a>, from which five children were born. Dr. Marston's view of women as powerful human beings were key to the definition of Wonder Woman, along for their interest in bondage and submission. Approaching the Golden Age comics of Wonder Woman with this in mind <a href="https://www.youdontreadcomics.com/articles/2017/5/21/wonder-woman-bondage-and-feminism" target="_blank">changes your perspective quite a lot!</a> :)</p><p> </p><p style="text-align: right;"><i>"Frankly, Wonder Woman is psychological propaganda for the new type of woman who, I believe, should rule the world"</i></p><p style="text-align: right;"><i>- William Marston </i><br /></p><p><br /></p><p>But I still had another surprise to find in the movie. It seems Marston was also the initial creator of the <a href="https://www.mindtools.com/pages/article/newCDV_92.htm" target="_blank">DISC methodology</a>, a type of personality assessment, now used quite a lot in labour and job-finding environments. Due to professional reasons I worked with DISC a couple of years ago and I remember reading how the current approaches (relatively short assessments to assess a potential worker's personality) came from a quite deep psychological theory developed during the 20s and 30s. That the main creator of this is also the creator of a comic book character is really fascinating.</p><p>These three professionals were able to build the first lie detector, create a personality assessment methodology used 100 years later, build (along with the artist <a href="https://en.wikipedia.org/wiki/H._G._Peter" target="_blank">Harry G. Peter</a>) the best known female superhero in the world, in just around 25 years (William Marston died of cancer in 1947) while keeping a relationship among them that caused them so many troubles. Just amazing. And, re-reading some of the Golden Age comics of Wonder Woman with all this in mind makes the revamp of the character in the DC Cinematic Universe pale in comparison. <br /></p><p> </p><p> </p><p>Image: <a href="https://unsplash.com/@markusspiske?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Markus Spiske</a> en <a href="https://unsplash.com/es/s/fotos/lasso?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a><br /> <br /></p><p> </p><p><br /></p><p><br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-10816300206152025692022-07-20T11:00:00.001+02:002022-07-20T11:00:00.171+02:00Because Product is not always a quest for perfection: Advocating "quick and dirty" approaches<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEH7ctDphkjyQM9nvJZNMPxFEg93yVLIwFsPQcMfUxxLJIWosjUiZ_u7xcbThjzibafz11VQFyGyxozP-vmTATnzmaFtZvldcn-Jx06g7YiBGqjzCEyk4CU4-myeTg3zui3RS3KPRKl2SYfdpU8-zIocb4oh6_9ZngIreVhWDurQR98xzobA/s3600/jess-zoerb-UGCgoVmFZC0-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2403" data-original-width="3600" height="428" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEH7ctDphkjyQM9nvJZNMPxFEg93yVLIwFsPQcMfUxxLJIWosjUiZ_u7xcbThjzibafz11VQFyGyxozP-vmTATnzmaFtZvldcn-Jx06g7YiBGqjzCEyk4CU4-myeTg3zui3RS3KPRKl2SYfdpU8-zIocb4oh6_9ZngIreVhWDurQR98xzobA/w640-h428/jess-zoerb-UGCgoVmFZC0-unsplash.jpg" width="640" /></a></div><br /><p></p><div data-en-clipboard="true" data-pm-slice="1 1 []">In the last months I have perceived an increasing amount of comments, tweets, etc. about how bad quick and dirty approaches are in the digital product arena.</div><div><br /></div><div>It seems, not quite sure about it, it is part of the anti-agile, anti-lean startup sentiment that is also part of the conversation. </div><div><br /></div><div>As someone who, when leading the presales department of a scale up, pushed the building of a ‘quick and dirty’ culture, I feel pressed to defend it - <b>with some nuances</b>, and even if that means Dijkstra will be on my shoulder my whole life...</div><div><br /></div><div style="text-align: left;"><h4>I mean, if 10 years from now, when you are doing something quick and dirty, you suddenly visualize that I am looking over your shoulders and say to yourself “Dijkstra would not have liked this”, well, that would be enough immortality for me.</h4></div><div style="text-align: left;"><h4>-- E. W. Dijkstra</h4></div><div><br /></div><div>First of all, it’s clear quick and dirty <b>has no place in mission-critical modules in any sector or industry</b>. I don’t think we are that crazy. Telling a Platform Engineer or Product Manager that they should implement a quick and dirty approach on the key algorithm of a regulated company is not part of this discussion.</div><div><br /></div><div>My take is more related to ethics. </div><div><br /></div><div>When deciding about how to approach a specific part of a digital product, one should think about the there basic types of ethics to reflect on what to do:</div><ul><li><div>The ethics of virtue, or excellence. This is where we focus on the search for perfection. Let’s try to craft the best possible algorithm under current constraints. </div></li><li><div>The ethics of principles. Everything is led by the principles that lead my life, or my company. Whatever I am implementing must follow those principles. </div></li><li><div>The ethics of utilitarianism. My focus is to understand the final goal and act accordingly. to achieve it </div></li></ul><div><br /></div><div>Of course, life is not black or white, so our actions are ethically diverse. But it’s good to think about these three axis to make those decisions.</div><div><br /></div><div>In the quick and dirty case, this approach is extremely useful when our ethics is clearly utilitarian:</div><ul><li><div>An MVP where the quality of the algorithm is less important than measuring the thirst of your potencial customer for having it.</div></li><li><div>A proof of concept, a demo, where showing the "what" is key. Showing the "how" in detail may come later.</div></li><li><div>Non-critical aspects of production environments where, in some specific cases, having a so-so version is still much better that not showing anything. It can be as utilitarian of having a feature that your competitor already has so you get a “check” in your potential customer’s competitive landscape checklist. </div></li></ul><div><br /></div><div>The two main issues I see with the "quick and dirty" approach are that<br /></div><ul><li><div>people in the organization may think this is the standard way of building products. Being able to build a demo in a few days or a PoC in a few weeks may give the impression that "this thing of building products is not that difficult". It is part of the Product Manager's job to clearly articulate and explain the difference between building the core software architecture of the product and, again, enabling the sales team to show a possibility to the customer. </div></li><li><div>the second is obvious: quick and dirty code should not stay long in the codebase. This may cause an <a href="https://effectivesoftwaredesign.com/2015/10/22/on-the-real-danger-of-quick-and-dirty-programming/" rev="en_rl_none">increase of technical debt</a>. Under pressure to save the burn rate, many teams will feel pressed to just run and forget. This will bring problems in the long term, as many of us have experienced. </div></li></ul><p> </p><p>Some people in the organization may feel frustrated by quick and dirty as part of our toolbelt. The ethics
of virtue is very strong in some. I tend to go that path sometimes, I
admit - I have a few academic papers to show it-. But the same way a
chef may eat a sandwich once in a while, we need to accept that in some
situations, quick and dirty saves our day. <br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-57164870617375513892022-07-16T14:00:00.001+02:002022-07-16T14:00:00.185+02:00Using a data-driven approach to writing a book<p></p><p><br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEh0EWqFgOTtltiXDzPuA65CQkHADIIIZpswhQtuRiv9_hAOlJTh0O1pK27SXvjMrRTr-KaOQb0to4bi3OKBZ8vokvjpIkYOEP76mvN4mroN-Jn1hRFHtp-WQpFUEPHH-UO2jUvJkebmtYaOLgs8hz8PCdOXRfMRWuiN1CIOJ8K8_kx2KYmAAA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="3448" data-original-width="4592" height="480" src="https://blogger.googleusercontent.com/img/a/AVvXsEh0EWqFgOTtltiXDzPuA65CQkHADIIIZpswhQtuRiv9_hAOlJTh0O1pK27SXvjMrRTr-KaOQb0to4bi3OKBZ8vokvjpIkYOEP76mvN4mroN-Jn1hRFHtp-WQpFUEPHH-UO2jUvJkebmtYaOLgs8hz8PCdOXRfMRWuiN1CIOJ8K8_kx2KYmAAA=w640-h480" width="640" /></a></div><br /><p></p><p> During the last winter holidays I started to write my third book. After a <a href="https://www.librosdecabecera.com/idea-producto-y-negocio" target="_blank">deep introduction to Product Management</a> and a <a href="https://libros.com/comprar/todo-cuenta/" target="_blank">broad review of a digital product's lifecycle and related metrics</a>, this next work goes around product building, behavioral psychology and experimentation. It's quite a deep topic and I was really looking forward to starting its writing. <br /></p><p>However, compared to the previous two books, in this case I didn't have a great plan ahead. The first book was based on a Master's course I had been teaching for years. The second one, on a course I had been teaching for more than 10 years in many different ways. For the product psychology one, I had taught a short course a few times but I was not sure at all about the table of contents and the overall structure. How should I approach writing?</p><p>After thinking about it a little bit, I realized I was going to talk about cognitive bias and incentives. So I just decided to eat my own dog food and apply this to my work. Specifically, social proof. </p><p>After building a quick excel spreadsheet and, I recognize it, seeing if I could make a good start at writing for a month and a half, I decided to share my advances in both twitter and linkedin. <br /></p><p><br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEiK5d3LBevUAfRJZ5Xw0D9xjYbm3atqF-m1nDAy-W6LuGw8U7ip26VnO_LkU-qItALjiUCV3n5MdB-qGnlThfgi2Z87mOoct_9088JRF2A9wZ4DQRAV5QedPsbnBrL4qVB4JTgaNXryIO7H4rxmEmH0oGXeUXsB8t5P-EfWCdynrZJA94-sFA" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1284" data-original-width="1172" height="640" src="https://blogger.googleusercontent.com/img/a/AVvXsEiK5d3LBevUAfRJZ5Xw0D9xjYbm3atqF-m1nDAy-W6LuGw8U7ip26VnO_LkU-qItALjiUCV3n5MdB-qGnlThfgi2Z87mOoct_9088JRF2A9wZ4DQRAV5QedPsbnBrL4qVB4JTgaNXryIO7H4rxmEmH0oGXeUXsB8t5P-EfWCdynrZJA94-sFA=w584-h640" width="584" /></a></div><br /><br /><p></p><p>I got a few great comments both online and offline and even though I didn't feel social proof was really key for me, pushing me to share more about my journey. <br /></p><p>The spreadsheet shows, based on an estimate of the number of pages to be written (around 45,000, or hopefully a little less than 200 pages) and of my writing rhythm (basically around 2,000 words per weekend). This gave me the estimation of the number of months that this would take me. <br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhO3ZiFTMgqSH_tGqgitI385yxax0lqUDz-aKYlJCuAc9g_7O8tfK272U0fkF5YMxBBZTAXYgQbA47JZL56eQujt1GrjMRSuhPqlOaBD2zOTItGoXzT2UiwB7Ej7Y876MbGfBp7zwiXgKc4VjKnoaNYsFuKl8E71GbP7DTg2fdZ_RKGlKP5Yw" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="986" data-original-width="1172" height="539" src="https://blogger.googleusercontent.com/img/a/AVvXsEhO3ZiFTMgqSH_tGqgitI385yxax0lqUDz-aKYlJCuAc9g_7O8tfK272U0fkF5YMxBBZTAXYgQbA47JZL56eQujt1GrjMRSuhPqlOaBD2zOTItGoXzT2UiwB7Ej7Y876MbGfBp7zwiXgKc4VjKnoaNYsFuKl8E71GbP7DTg2fdZ_RKGlKP5Yw=w640-h539" width="640" /></a></div><br /><p></p><p><br /></p><p>May went really slow with just a couple of writing days, so for a moment I thought I was going to lose track and that I would finish the book before Christmas. But I was able to push it during early June, and I was so close that I just couldn't resis it so I finished it!</p><p><br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEgp8iQn_ewqJsz6Lsi33rTK_5EimzrTUnbZJvlNbQs0iTgpC3dzORdTmjBZHGCU-F3trG_04oJVcVHbIYNpAk-euLvuv2f6Ry5yn5TWi3ahEc5BKMHXkrSr40ULNps3IR9HaIOXD27wqpzRX49QknEXoUqUiso9HiT-Mh2tJ4g5wpuhUuC0hg" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="836" data-original-width="1182" height="452" src="https://blogger.googleusercontent.com/img/a/AVvXsEgp8iQn_ewqJsz6Lsi33rTK_5EimzrTUnbZJvlNbQs0iTgpC3dzORdTmjBZHGCU-F3trG_04oJVcVHbIYNpAk-euLvuv2f6Ry5yn5TWi3ahEc5BKMHXkrSr40ULNps3IR9HaIOXD27wqpzRX49QknEXoUqUiso9HiT-Mh2tJ4g5wpuhUuC0hg=w640-h452" width="640" /></a></div><br /><br /><p></p><p>First draft ready! Around 200 pages, four main sections (neurology, psychology, experimentation and use case.)<br /></p><p><img alt="" height="572" src="data:image/png;base64,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" width="640" /> <br /></p><p> </p><p>And geting again some kudos from great people. People who have seen many, many books being published :D<br /></p><p><br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEj1GPVfBMIuDXsYRxA8djUMJf8aqQZBi4PdW8q93k6J3bnRx5chjHWsNrMxpLVIDwA6ral3fFoqaypeIwI_qs4mXSmPdwi8Sv3cot8O1rHtoH3y8c0EE8LA41Prhi9o7qZvWOgk24d_TtAkH9saYgeV5DZ8v_7oB-jFZXD5eOBwiE45-xwlNw" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1518" data-original-width="976" height="640" src="https://blogger.googleusercontent.com/img/a/AVvXsEj1GPVfBMIuDXsYRxA8djUMJf8aqQZBi4PdW8q93k6J3bnRx5chjHWsNrMxpLVIDwA6ral3fFoqaypeIwI_qs4mXSmPdwi8Sv3cot8O1rHtoH3y8c0EE8LA41Prhi9o7qZvWOgk24d_TtAkH9saYgeV5DZ8v_7oB-jFZXD5eOBwiE45-xwlNw=w411-h640" width="411" /></a></div><p></p><p></p><p></p><p><br />I am now having the first of two personal reviews, where I read the book from start to end and focus on typos, writing style and finishing whichever details I left while writing the draft. By early August this should be ready and should focus on the images (typically, publishers generate the final versions but I still need to craft a few diagrams and tables). </p><p></p><p> </p><p>After that, I will send full or partial copies of the draft to some of my most respected colleagues so that they let me know about what they think, how well concepts are explained, etc. This is for me a very exciting phase of the project. Learning from the best is just amazing. </p><p> </p><p>During this process, I have my publisher on board so that they know where I am. Hopefully they will still want to publish the book after they see how it actually looks like! :)</p><p> </p><p>It's funny how I have followed quite different approaches to book writing for each of the ones I've published. I love to see that not only do I learn about the topics I write about, but also by testing out different creation and organizational topics. <br /></p><p><br /></p><p>Imagen: <a href="https://unsplash.com/@aaronburden?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Aaron Burden</a> en <a href="https://unsplash.com/es/s/fotos/writing?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
<br /></p><p><br /></p><p> </p><p><br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-59284941247675057242022-07-13T14:00:00.002+02:002022-07-13T14:00:00.186+02:00A Product Manager's life: coding as a way to bridge the gap between management and technology<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj39JZAsZexBOXLezGIE1KYBTvY5QinNxzy8mYpNdhVM1CCOL0ZKDQqPw7j7iyELKgxwWnN0QNELb7CWVTm57c0V_HuHV68nIzPcAk6Ks_CcSk0rIchvZMKluzhSJx0lPgzLyIu-PUiwFJtBNaqz8QzSkOhnl8aaYvSmMmaiGfWbbUOXr3pjQ/s4000/wai-siew-LjesOs00QRg-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2667" data-original-width="4000" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj39JZAsZexBOXLezGIE1KYBTvY5QinNxzy8mYpNdhVM1CCOL0ZKDQqPw7j7iyELKgxwWnN0QNELb7CWVTm57c0V_HuHV68nIzPcAk6Ks_CcSk0rIchvZMKluzhSJx0lPgzLyIu-PUiwFJtBNaqz8QzSkOhnl8aaYvSmMmaiGfWbbUOXr3pjQ/w640-h426/wai-siew-LjesOs00QRg-unsplash.jpg" width="640" /></a></div><br /><p></p><p></p><p>I consider myself a product manager. Beyond having built two companies, more than a few businesses and not being afraid to broaden my scope of responsibilities, I think what I do best is to build products and lead product teams. </p><p>One of the reasons I enjoy this role is that I am able and allowed to see business, strategy, technology and finance from a balanced side. Even though I don't quite believe in the "CEO of the product" thing, the PM is the person who needs to understand as much as possible everything that each area or department is doing around the product business to balance it out. </p><p>This means that in the last couple of years I have studied finance, content marketing, programmatic advertising, digital payments or data policies in EU and LATAM in quite a lot of detail. I needed to understand how each of these areas worked in relationship to the products I manage or help manage in order to make the best decisions.<br /></p><p>(By the way, and this may be the focus of another post: so many books have still not been written that explain many of these areas in detail to non-experts. Finding reliable documentation and courses becomes a full-time job.) <br /></p><p>In a product-focused company, the technical team is one of the most important ones both in terms of size, budget and pressure. Seldom does a week pass without being asked about "what the tech team is doing". Of course, a tech team usually has a tech lead that helps the PM understand how things are going. But just as tech teams are pushed to "understand the business" they're at (and I fully agree with it, as do most of the team members of any technical team I have been involved with), shouldn't business make a bigger effort to understand the challenges technology poses sprint review after sprint review? I think that's where a good PM must help.</p><p>I am not referring only to technical PMs. I have the luxury of having a technical background. I have professionally developed code in C, C++ or Java (yes, old times :D) and I acted as a solution architect for years. Even though NO SINGLE TEAM should ever want me to code professionally again, I know enough to have deep conversations about technology. But even if a PM doesn't have this background, he/she should treat technology the same way I treated finance or content marketing. Do I need to learn about it? Then, let's go for it. </p><p>Does this mean a PM needs to learn how to code? Not professionally, but it may be the only way to understand how wonderful, yet at the same time frustrating and challenging, bulding technology can be. In my case, I've gone back to coding, using Python, SQL, MongoDB and other languages and technologies to learn more about the possibilities my products can have. My strategy is twofold:</p><ul style="text-align: left;"><li>Advance enough so that I KNOW that something can be done. That way, I can have more meaningful conversations with both biz and tech. </li><li>Understand the potential challenges so I can better explain and defend our position to other stakeholders, bosses, etc. as well as to improve my analysis of new initiatives or products.<br /></li></ul><p>Seeing me code may look like a joke from the outside. Every line of code takes a life to work well. But at the same time, every hour spent there means I have a deeper understanding of the hard work my technical teams do every day, and I can explain it better. </p><p>Nobody said being a PM was easy. </p><p><br /></p><p>Imagen: <a href="https://unsplash.com/@jawis?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Wai Siew</a> en <a href="https://unsplash.com/es/s/fotos/bridge?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
<br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-76982398363215789642022-07-10T23:05:00.002+02:002022-07-10T23:05:54.881+02:00And I thought the concept of social battery was just a construct<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhUXzuQRbqfQNs4vr_wX3ekFLJsbnbHJiu5AYYAVCMH0QsF5Y-r5j1jQdm1uBjpEJYVDIREDHzrAS2--7SIoBxxQnOeAVR8swW25dnqW7hjP4ky0SLpsRgU-6G2QywA5-Ln767OCZf-VKmJdcuV4YKykoUrzehHmMw2feRIyIhHXzsUYWBqhg/s7849/claudio-schwarz-ZzMqZMl7s-A-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="5235" data-original-width="7849" height="427" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhUXzuQRbqfQNs4vr_wX3ekFLJsbnbHJiu5AYYAVCMH0QsF5Y-r5j1jQdm1uBjpEJYVDIREDHzrAS2--7SIoBxxQnOeAVR8swW25dnqW7hjP4ky0SLpsRgU-6G2QywA5-Ln767OCZf-VKmJdcuV4YKykoUrzehHmMw2feRIyIhHXzsUYWBqhg/w640-h427/claudio-schwarz-ZzMqZMl7s-A-unsplash.jpg" width="640" /></a></div><br /><p></p><div style="text-align: left;">I am an introvert. If you believe in <a href="https://www.16personalities.com/free-personality-test" target="_blank">Myers-Brigg-like indicators</a>, I am around <a href="https://www.16personalities.com/articles/assertive-advocate-infj-a-vs-turbulent-advocate-infj-t" target="_blank">INFJ-T and INFT-A</a>, depending on the day :) Summarizing: I believe in the endeavors I undertake, but I am quite sensitive to stressors. The good news is that I have learnt to manage tension, relationships and the like better and better as I went from Denodo to 24symbols to Quantified Reading and now to Universia. Lots of struggles while at my entrepreneurial life have taught me lots of things that I now feel I am using to my own serenity.</div><p>However, it all comes as a cost. As I said, I am an introvert. No big deal, many of us are. And I have learnt to manage it so that I can give a talk to 900 people by surprise (<a href="http://idpf.org/" target="_blank">IDPF</a>, 2013... man, I still sweat just by thinking about it) or manage ever-growing teams or partnerships. And after each interaction, my social battery drains. </p><p>I read about the concept of social battery years ago. I thought it was a great construct, a simplification of really complex matters, a way to "cluster" people. The same way people are "introverts" and "extroverts", there are people whose way to "charge their batteries" is by being with people, and others who do the same by being alone. </p><p>But as the number of constant interactions with people from different areas grow, with almost no single "me-moment" to just work with no distractions, the construct becomes very real. Even without any tension at all, talking to very nice and incredibly talented people drains my battery off. Sometimes so much that I'm done by Tuesday. Well, not totally done, but really, really tired. </p><p><a href="https://axelleonardo8.medium.com/the-misconception-of-introvert-and-extrovert-78a062be967e" target="_blank">Some articles</a> mention some types of interactions as the worst for someone like me: </p><ul style="text-align: left;"><li>Being the <b>center of attention</b>.</li><li><b>Standing in the crowd</b>.</li><li>Adapting to a <b>new environment</b>.</li></ul><p>Totally agree. However, I would add a fourth type, loosely related to the third one: having <b>unscheduled interactions</b>. The worst case for me is having my agenda relatively set up, with some time to work, and suddenly see it change with some new, unexpected meeting in a relatively critical project or unknown environment. I will manage it, I will do my job... and 50% of the weekly battery will be off a few seconds after I finish the meeting.</p><p> </p><p>Obviously, writing this exposes one of my main weaknesses from a professional standpoint. But it also helps me rationalize it. This is my weakness but I have learnt to somehow endure it. And if I am able to find some free hours to think per week, I can help make an impact to my team. This is why hybrid work is so important to me. I need some me-time to just think, re-organize my mind (and my inbox, which after all is basically my second mind) and continue my hustle. </p><p><br /></p><p>Image source: <a href="https://unsplash.com/@purzlbaum?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Claudio Schwarz</a> at <a href="https://unsplash.com/es/s/fotos/battery?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
<br /> <br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-78864813947732568522021-12-26T14:32:00.001+01:002021-12-26T14:32:19.365+01:00La Virtud de Pensar y su relación con la creación de productos y servicios<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEhatNV9ztIjgxSpTJ3H2J7RdRurTQNLGLUXte3mZcIeMXxE8nzN4dhzfX9qFL4WAaeO2jK5m3pnKw4qVOO9QjS4ABOcsTQswGozM-WVCRCPd9RVNjBkLZejDUjuLqojEkxuy4bpsI1n4x4P-2PvSmn73aa9sWDHcVL2b_PQeXnNE4BK8K2vMQ" style="display: block; padding: 1em 0px; text-align: center;"><img alt="" border="0" data-original-height="704" data-original-width="1194" height="378" src="https://blogger.googleusercontent.com/img/a/AVvXsEhatNV9ztIjgxSpTJ3H2J7RdRurTQNLGLUXte3mZcIeMXxE8nzN4dhzfX9qFL4WAaeO2jK5m3pnKw4qVOO9QjS4ABOcsTQswGozM-WVCRCPd9RVNjBkLZejDUjuLqojEkxuy4bpsI1n4x4P-2PvSmn73aa9sWDHcVL2b_PQeXnNE4BK8K2vMQ=w640-h378" width="640" /> </a></div><div class="separator" style="clear: both;"><span style="font-family: arial;">El último libro que estoy leyendo este año era para mí uno de los más esperados. <a href="http://www.loscuentosdelabuelo.com/2014/11/critical-thinking-o-como-la-filosofia.html" target="_blank">Mi profesora de Pensamiento Crítico</a> allá por el 2014, Mª Ángeles Quesada, publicó hace un par de meses "<a href="https://mundocritico.es/2021/11/maria-angeles-quesada-ya-no-conversamos-sobre-todo-buscamos-siempre-un-beneficio-en-nuestros-intercambios/" target="_blank">La Virtud de Pensar</a>", un ensayo sobre la necesidad de huir del solucionismo crónico que sufrimos desde hace mucho tiempo, exacerbado por esta posverdad que nos atrapa. </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;">Mi interés en el libro es doble. Obviamente hay una parte de mejora personal, de autocrítica exhaustiva sobre cómo pienso, sobre cómo tomo decisiones en el día a día. Pero también una más profesional. Hace años que estoy estudiando sobre los procesos cognitivos y los sesgos que influyen en la toma de decisiones y en la creación de productos y servicios digitales. De hecho, estoy escribiendo ya mi tercer libro que tratará principalmente sobre estos temas, con los datos como elemento subyacente. Pero, y tomando las palabras de Mª Ángeles, quizá esto no es suficiente si nuestro razonamiento es puramente instrumental y siempre contamos con un juicio previo que determina lo demás. La sociedad de la solución. </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVuKPYojRhQe3zu3xXP_Fgm05EEy6MWzKvtScy2sDr_Idd0NnDKjB6OCLKEhkwVOXm1X2AHgsGi_1cyhDyRkKxH2X6Y87TsCP2y1FrgAi-aVXrRDNnu0N7YTDTvGyTDc0no02H/" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" data-original-height="2100" data-original-width="1574" height="307" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVuKPYojRhQe3zu3xXP_Fgm05EEy6MWzKvtScy2sDr_Idd0NnDKjB6OCLKEhkwVOXm1X2AHgsGi_1cyhDyRkKxH2X6Y87TsCP2y1FrgAi-aVXrRDNnu0N7YTDTvGyTDc0no02H/w230-h307/2021-12-24+16.26.54-1.jpg" width="230" /></a></div>Me ha gustado mucho ese concepto de razonamiento -y por ende, de ética- instrumental. Todos tenemos y utilizamos una ética subyacente. La pregunta es si proviene de un análisis de nuestros propios valores o han sido "prestados" por un tercero. Llevándolo al terreno de productos y servicios, su creación y evolución ha de venir determinada por una visión y unos objetivos. Hay muchas metodologías, marcos, ... que nos ayudan en esto. Las grandes empresas también determinan unos valores. Todos estos conceptos pueden parecer palabrería hasta que realmente intentamos crear productos que cumplan con todo esto. ¿Cómo crear un producto que cumpla con unos objetivos muy cortoplacistas, pero que al mismo tiempo se alineen con los valores y la visión que son, indudablemente, de largo plazo? ¿Es lo que estamos construyendo éticamente bueno? El razonamiento que estamos utilizando, de la mejor manera que podemos, para convencer y convencernos, es instrumental o tiene un alcance mucho mayor? </span><br /><span style="font-family: arial;">Llevándolo un poco más lejos, me pregunto si el pensamiento crítico podría, desde un punto de vista funcional, integrarse en mi <i>toolset</i> de herramientas de creación de productos. Aunque desde aquellas clases con Mª Ángeles sí está en mi cinturón personal, cuanto más me meto en la psicología comportamental en el desarrollo de productos, más me lleva ese camino a la ética y, de ahí, al pensamiento crítico como el proceso de razonamiento que me permita entender no solo qué hago, sino por qué... y si debería hacerlo. Sin duda, el libro parece responderme afirmativamente. </span></div><div class="separator" style="clear: both; text-align: left;"><span style="font-family: arial;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh9RkjLSGFDbLbXa2X1Jmy-oMEpgBw62gNTXajUs8HDM5g7lSzRRAM17smO6S03dM8QeYg-oAKs55KPBzfzFuqoxCjnojl2QP6q1S60LyltNFFw3_JICWJmG4E0NBRhBYlCJ-wF/" style="clear: left; float: left; margin-bottom: 1em; margin-left: 1em;"><img alt="" data-original-height="3024" data-original-width="4032" height="177" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh9RkjLSGFDbLbXa2X1Jmy-oMEpgBw62gNTXajUs8HDM5g7lSzRRAM17smO6S03dM8QeYg-oAKs55KPBzfzFuqoxCjnojl2QP6q1S60LyltNFFw3_JICWJmG4E0NBRhBYlCJ-wF/w235-h177/2021-12-24+17.26.54.jpg" width="235" /></a></div></span><div style="text-align: left;"><span style="font-family: arial;">Partiendo siempre de una base filosófica y de la discusión sobre la ética, Mª Ángeles también une los terrenos psicológicos (con un buen resumen de los sesgos cognitivos) y de futurismo (al dedicar su último capítulo al concepto de utopía) que ya son parte ineludible de mi enfoque de conceptualización de productos. Incluso, referenciando otro libro que leeré en breve, cómo en algunos casos la ética se queda al margen, sobre todo cuando la tecnología es demasiado atractiva como para ralentizar el paso y darle una vuelta a lo que implica. En la cita de Oppenheimer el contexto era demasiado enorme como para parar la maquinaria (recomiendo la lectura del enorme, pero increíble relato de la vida de Oppenheimer, <a href="https://en.wikipedia.org/wiki/American_Prometheus" target="_blank">American Prometheus, de Kai Bird y Martin J. Sherwin</a>). Pero ahora nos encontramos con otras tecnologías super atractivas (desde blockchain hasta la computación cuántica, pasando por cripto o el metaverso), con empresas anunciando ya que "están en el metaverso" o que "operan en bitcoin" sin una base por detrás en la mayor parte de los casos. No seré yo quien tire la primera piedra, pues yo mismo llevo muchos años ensimismado por todo lo relacionado con los <a href="http://www.loscuentosdelabuelo.com/2015/12/lo-siguiente-tras-lo-siguiente.html" target="_blank">sistemas BCI (brain-computer interface)</a> sin, quizá, haber bajado a tierra todo lo que significa. </span><br /></div></div><div class="separator" style="clear: both;"><span style="font-family: arial;"> </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"> </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiI1z6CqOrVisJLcEfroc25ncidadri2R3EOVMUIQG6Sl15Ja31YIGH_YAp_RZOm92miIvOpLLYQAarzMvmsd3u_bLZyxacrLKULE1QM__IP0NKvle4r5mbBIRsQLjI9TywGVMc/" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" data-original-height="3024" data-original-width="4032" height="181" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiI1z6CqOrVisJLcEfroc25ncidadri2R3EOVMUIQG6Sl15Ja31YIGH_YAp_RZOm92miIvOpLLYQAarzMvmsd3u_bLZyxacrLKULE1QM__IP0NKvle4r5mbBIRsQLjI9TywGVMc/w241-h181/2021-12-26+12.54.18.jpg" width="241" /></a></div>El libro está lleno de momentos para reflexionar. Termino con uno que me dejó parado durante bastantes minutos. Cómo en el entorno global en el que nos encontramos, nadie nunca nos está educando en la globalización. Cómo dialogar para entender al otro (que puede ser un cliente, un partner, un regulador...) y cómo gestionar los conflictos que inevitablemente ocurren. Cómo podemos crear productos de índole internacional si en muchos casos nuestra relación con los países a los que queremos llegar no pasa de haber visto un par de películas o series, sin sobrepasar el arquetipo simplón. </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"> Seguiré pensando sobre estos temas y, quizá, llegando a alguna conclusión. Mientras tanto, seguiré leyendo a Mª Ángeles en los (espero) próximos libros que publique :D</span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"> </span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"> <br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><span style="font-family: arial;"><br /></span></div><div class="separator" style="clear: both;"><br /></div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-29848586072087990472020-12-31T17:00:00.003+01:002020-12-31T18:11:35.731+01:00What I did and learnt during this 2020 COVID year<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi22WQjAlpW-PNYBsNVK65fGRhF2zr6cZ4QJe6E5oExGX4gBCQphG4gFrg0R20jmQArR-oFd8Ynn-03ejKNR11oEdAlP-cEGTsz98lljCZT-M5To9tBTRc4oMV6EQLEXPkM4xnM/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1445" data-original-width="2048" height="451" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi22WQjAlpW-PNYBsNVK65fGRhF2zr6cZ4QJe6E5oExGX4gBCQphG4gFrg0R20jmQArR-oFd8Ynn-03ejKNR11oEdAlP-cEGTsz98lljCZT-M5To9tBTRc4oMV6EQLEXPkM4xnM/w640-h451/kelly-sikkema-CjdsgW4cVSU-unsplash.jpg" width="640" /></a></div><br /><p></p><p>Everyone and their mother tend to write some summary or recollection of what happened during the year. I have done it a few times, sometimes out of joy, others out of frustration. Often we know this only matters to ourselves, kind of a "public diary". <b>This post is exactly like it</b>, so if you do not really care about my ramblings and musings around 2020, you are invited to stop reading :)</p><p> I have learnt quite a few things about myself during this strange year. Confinement forced all of us to live in a strange way, and allowed us to reflect on how the "new me" in the "new normal" is related to what we thought we were. During the first wave I took lengthy notes of these changes. I wanted to share a few of these reflections, with intermissions that show a few things I have been able to do in 2020.<br /></p><p><br /></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjx6kg-kIHCir_D1xvGvurVaHB2OvGNQEvyIU3qsWLDHO1ccml_mYPA9m8MGY01iYSRLw1yE3m3bjyHQ4dgcf9jxt1wsnSaVm0vq6hJEJtl95OtR6N3HAfS1RVjtlTOB5WIrySr/" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="1244" data-original-width="1479" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjx6kg-kIHCir_D1xvGvurVaHB2OvGNQEvyIU3qsWLDHO1ccml_mYPA9m8MGY01iYSRLw1yE3m3bjyHQ4dgcf9jxt1wsnSaVm0vq6hJEJtl95OtR6N3HAfS1RVjtlTOB5WIrySr/" width="285" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;"><a href="https://www.instagram.com/p/B9rLZk-JnBM/" target="_blank">Work by my friend <b>Óscar</b></a></span><b><br /></b></td></tr></tbody></table><b>One</b>. A few years ago due to several reasons that do not matter anymore, I felt I was on the verge of a breakdown. I was not being able to manage all the challenges I had in a proper way: bad sleep, being totally down in the mornings, not
feeling motivated during the day, etc.When the lockdown started, I was
afraid I would start feeling this again. The truth is. I didn’t. Except
for one night right at the beginning, where I felt a little down, I have
been able to feel fine under the circumstances and try to support my
family and friends while working my ass off at work.<p></p><p></p><p></p><div class="separator" style="clear: both; text-align: center;"></div><br /><br />
<br /><p></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcO_Tv8kE8dhNzjSBLSB-zbuDO870qGwaoM-t37sh6xZQBC0jClu6x67MnA_2X21yYr-7zADdW-IxVuZr8NsA_HyHknRzal9qwm1HqJefc9r5_jofB0KbNEd0XqajgfOjwc79T/" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="2048" data-original-width="1153" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjcO_Tv8kE8dhNzjSBLSB-zbuDO870qGwaoM-t37sh6xZQBC0jClu6x67MnA_2X21yYr-7zADdW-IxVuZr8NsA_HyHknRzal9qwm1HqJefc9r5_jofB0KbNEd0XqajgfOjwc79T/w225-h400/2020-03-14+14.42.45.jpg" width="225" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Daily activities during <b>lockdown<br /></b></td></tr></tbody></table><b>Two</b>. I have verified something I knew by heart. With work and health
stability, I could be in a lockdown for months with not much worry. I
have always enjoyed being at home. I can read, listen to music, watch
movies or documentaries, write, draw, play piano -not that I did that
often, I mainly worked and stayed with my family-. But, while I
obviously longed to walk a little, run a little, etc, it wasn’t a
critical need for me. Even months after the first wave, I have continued in a similar way.<br /><p></p><p></p><p></p><p></p><p><br />
<b>Three</b>, when my now wife and I started to date, our friends said that
this was a perfect match because we were the “daddies” of the group. I
have always felt as someone who needs to care for the rest. As life has
gone on, I felt I lost that empathy for the rest. But during the
lockdown I have always been reaching out friends to know how they were.
Even explicitly thinking about who else I should reach. I have had
twenty minute whatsapp audios exchanged with friends around the world. I
have sent short messages to friends just to know how they were. It’s
true they as the lockdown evolved, a kind of routine made me do that
less and less. Obviously related to the start of a new project that took
most of my wake time for months :D</p><p> </p><p></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiizPBDLXHg_Q8zGJcgYPdGdolOnvH_krj83YTG7iHpTGdl6L0ZTnA8_QnJNTU8mT_fo8tLwHmJlsB3KhWlHZCtXP93BnIpUKteyGl_da57qn-lFUMbn1e_Fugkj-1HGP6KxLaq/" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="2048" data-original-width="1153" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiizPBDLXHg_Q8zGJcgYPdGdolOnvH_krj83YTG7iHpTGdl6L0ZTnA8_QnJNTU8mT_fo8tLwHmJlsB3KhWlHZCtXP93BnIpUKteyGl_da57qn-lFUMbn1e_Fugkj-1HGP6KxLaq/w180-h320/2020-04-26+12.21.42.jpg" width="180" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;">The new normal</span><b><br /></b></td></tr></tbody></table><b>
Four</b>, while I mentioned above I have felt quite fine for the whole
lockdown, I haven’t been immune to irrational fears. The second time I
had to go grocery shopping was a big one, meant for three weeks so we
didn’t have to get out for most of the lockdown. I drove my car to the
big market nearby and stayed there for more than an hour. While not
full, there was more people than expected, so I was not feeling
comfortable there. This plus the mask and gloves increased my tension so
I just wanted to get out as fast as I could. It was more than fear to
be infected, it was a kind of invisible enemy bias. As rational as I try
to be in my life, my brain is as human as the rest.<br />
<br />
<b>Five</b>, because of the amount of work I have had, I haven’t been good at
having a routine. I always tried to be with my daughter a little bit
during the day, but other days that was just impossible. I didn’t even
try to do some exercise at home. We live in a relatively small space and
in addition I have never enjoyed home fitness, so I decided to get
serious on it once we got out or if I felt it more urgently. However, I
have been able to keep myself from eating too much. I actually lost
quite a lot of weight. during the first months. Eating properly at home and not getting candy or chocolate actually works, who would've known! So it seems that I’m not good at forcing myself to a clear
routine, but good at forcing myself not to get into pernicious behaviors
under stress.<p></p><p> </p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgScNT01gGyU_OmKTPazN7aOC1XdFtJLO8FiVyKq3GRGVfNmBWw8ieJ8fDpTEvqKfRS9pl14z8lPocYqOiNc6mGII0CQtxxCgr2PQLcX9FBHLmz9By42aIMjQXSgv90QYWLW1To/" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="2047" data-original-width="2048" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgScNT01gGyU_OmKTPazN7aOC1XdFtJLO8FiVyKq3GRGVfNmBWw8ieJ8fDpTEvqKfRS9pl14z8lPocYqOiNc6mGII0CQtxxCgr2PQLcX9FBHLmz9By42aIMjQXSgv90QYWLW1To/w400-h400/2020-12-26+14.53.13-1.jpg" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;">Drawing behavior and genetics books... yes, it's a hobby to me :)</span><br /></td></tr></tbody></table><p></p><p></p><p>
<b>Six</b>. For many years I have known that I am an introvert. I always
prefer to be alone and only because of the needs at work I have learnt
to build a mask to enable me to appear social. The lockdown has forced
many of us to stay at home. In my case I started a full new project
during the lockdown so that I could not personally meet any of my
teammates for months. During that stage, I learnt two things. First,
that I still lose too much energy for being too social, too extrovert.
Six, eight, ten zoom meetings per day without breathing time between
each other has proven to have a high mental cost for everyone but
specially for introverts. I feel exhausted every day and I feel I cannot
make it to Friday. Hence I tend to be quite quiet during the weekend,
it’s like a way to lose tension in my brain. Second, however, it is
clear this mask has perfected over the years. I now feel quite
comfortable when giving my opinion under almost any situation. I still
have a friendly and nice-guy approach to discussions but if I hace to
speak up, I don’t feel, at least directly, any emotional setback. Only
five or six years ago this would have been really tough to me.<br />
<br />
<b></b></p><div class="separator" style="clear: both; text-align: center;"><b><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxrxkniEAbPgj0qDNmft7qgL7Mo1VBJIKErVs0_L7Hcn6FrMc5qcBfuL41ctykHp2a7EYVpKXoyQkNStvFAJQNyMth_YiCMvipllXUjVEPx7noJOTkwgap0xKCm6i1xBXnbzts/" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img alt="" data-original-height="1240" data-original-width="1252" height="397" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhxrxkniEAbPgj0qDNmft7qgL7Mo1VBJIKErVs0_L7Hcn6FrMc5qcBfuL41ctykHp2a7EYVpKXoyQkNStvFAJQNyMth_YiCMvipllXUjVEPx7noJOTkwgap0xKCm6i1xBXnbzts/w400-h397/Screenshot+2020-12-31+at+16.45.23.png" width="400" /></a></b></div><p></p><p><b>Seven</b>. One learning during the lockdown is related to the respect I have
for my wife as an entrepreneur. It’s always been clear to me, but this
lockdown shows she is the real entrepreneur in the house. When she had
to temporarily close down her optometry office, it was a disaster. Her
cash flow scenario was improving in the last months but not enough to
manage a two or three-month halt. After a couple of days of frustration
on her side, she started fighting back in a way I would never have been
able to. I would have gotten blocked for sure and would not have been
able to act in such a determined way, while, at the same time,
supporting me and our daughter at home. I have witnessed an amazing class act.</p><p> </p><p>
<b>Eight</b>. <a href="http://www.loscuentosdelabuelo.com/2020/12/la-docencia-hibrida-oportunidades.html" target="_blank">Teaching has been an important part of my life during the last 22 years</a>. And this confinement has taught me how the importance goes beyond
the professional side. Teaching is one of the clear vocational jobs
someone may have. But I have now learnt something else. I have had to
prepare two very different type of courses: in one of them I was given
the specific units I had to teach and even the slides that I had to use -
albeit I could add new ones based on my experience. In the other, I had
been given a wide area of knowledge and could do whatever I wanted, but once
I provided the context, readings and activities, other person converted
it into the actual digital course that students would actually see;
this work was more than pure format: as Marshall McLuhan would say, it
completely upgraded the context and made learning better.<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1ghsabuWDk3aDdOp0tdn35GmOrulgoOEMTlQKgHQy1Kgm5BM7Vpgr8WCJuqEoJUBm1GIQAv9CanEzSB3fQYhNEErxGpC4BSe7Ruz_IbZhlDTA3PPy6glxs1GNapHocD3_eyhc/" style="margin-left: auto; margin-right: auto;"><img alt="" data-original-height="884" data-original-width="1600" height="221" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1ghsabuWDk3aDdOp0tdn35GmOrulgoOEMTlQKgHQy1Kgm5BM7Vpgr8WCJuqEoJUBm1GIQAv9CanEzSB3fQYhNEErxGpC4BSe7Ruz_IbZhlDTA3PPy6glxs1GNapHocD3_eyhc/w400-h221/Screenshot+2020-12-31+at+16.30.45.png" width="400" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=sRrAMiWX0oA" target="_blank">My classroom all this year</a></span><br /></td></tr></tbody></table></p><p>
While working on both courses, I realized that teaching, more than
drawing or playing music, both of, is my way of being an author or "artist" at least for a part of
my life. The day to day of leading a business or managing a product,
while fascinating to me, is not something one would say is part of an
artist’s life. However, I felt that having to use someone else’s slides
and unit definition is “kind of” what an artist feels when given an
assignment: how can I create something amazing out of these
restrictions? In the second course, I saw how an initial piece of work
can become something better with the art other person provides. I always
use the lowercase version of the concepts, of course. But it’s when
organizing and preparing courses when I feel I am currently being more
creative and using the artistic part of my mind.<br /> </p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: left; margin-right: 1em; text-align: left;"><tbody><tr><td style="text-align: center;"><img alt="Entrevista a Justo Hidalgo, autor de «Todo cuenta». Seguimos Leyéndonos - YouTube" class="n3VNCb" data-noaft="1" src="https://i.ytimg.com/vi/NIlWnbdAv5c/maxresdefault.jpg" style="height: 253.125px; margin: 0px auto; width: 450px;" /></td></tr><tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=NIlWnbdAv5c" target="_blank">One of the few days I left home :)</a></span><br /></td></tr></tbody></table><p></p><p><b>Nine</b>. While not directly related to the coronavirus, the fact that I
started a new project during the confinement has taught me something new
about my professional life. While I mentioned before that time and
experience seems to give me more confidence, albeit always feeling
shyness inside, I also feel, more than ever, that my experience is
valid. I have not been specially worried that I would not be able to do a
decent job. But I always felt I could make use of my prior experiences
to make it work. When I found that my responsibilities went beyond what I
initially thought, I also felt I would manage somehow. And it has shown
by now. Obviously I need to learn, I am slower than what I would like,
and I need to still grasp so much more stuff. But I have felt I can manage
complex situations like the ones I am focusing on now. I many not get a
10/10 but I will not fail at all. And this gives me confidence in future
endeavors.<br />
<br />
<br />
<b>Ten</b>. A less philosophical aspect of myself that I’ve learnt is that I
really enjoy video editing. I love finding the best story to a video.
Obviously I’m less than a rookie but being confined I have had more
opportunities to create small videos, like the ones for my daughter or
the final video for school. And I would really like to continue doing it
and getting better. I can be hours tweaking around. Whether I will find
time to get better by attending advanced courses or purchasing better
tools, time will tell.<br />
<br />
</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1qDPD9JnA9WLG4w51dH-COIpl02rFM87wQfHR4b9IUjFI189maptYk6xbYXrmAOzU7yDDGBoezs9-Q2BNCwAVkoCMUw-kUrcK6sRVFlalu14JwXQtRNPSEp-zZqlbjnQwG9lM/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1071" data-original-width="2048" height="167" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1qDPD9JnA9WLG4w51dH-COIpl02rFM87wQfHR4b9IUjFI189maptYk6xbYXrmAOzU7yDDGBoezs9-Q2BNCwAVkoCMUw-kUrcK6sRVFlalu14JwXQtRNPSEp-zZqlbjnQwG9lM/" width="320" /></a></div><br /><b>Eleven</b>. This is not new, but it has been more than amazing to feel what a community can achieve. We have seen this during the lockdown in many places (like the amazon 3D Printing community generating safety products for everyone). And, more personally, how the Tetuan Valley community reacted to the publishing of <a href="https://libros.com/comprar/todo-cuenta/" target="_blank">Todo Cuenta, my second book</a>, this time on data analytics. We are individuals, but also are shaped by the communities we belong to. <p></p><p><br /></p><p>2021 comes with many challenges altogether. We do not know if we will go back to the old normal, a new normal, a new-new normal... but we know we must continue our walk through life. </p><ul style="text-align: left;"><li>Profesionally, new amazing products to envision and build, while keeping business going. </li><li>A goal to finish drawing my "summary" of <a href="https://www.amazon.es/Behave-Biology-Humans-Best-Worst/dp/009957506X/ref=sr_1_1?__mk_es_ES=%C3%85M%C3%85%C5%BD%C3%95%C3%91&crid=D3O90U4QH3Y0&dchild=1&keywords=behave+sapolsky&qid=1609429321&sprefix=Behave%2Caps%2C357&sr=8-1" target="_blank">Robert Sapolsky's Behave</a> (it's only been <a href="http://www.loscuentosdelabuelo.com/2020/05/drawing-as-way-to-understand-advanced.html" target="_blank">two years in the process</a> :))</li><li>Another goal to read less and write more about what I read. Very happy with this year's reading rhythm, but I feel I need to evolve some of my thoughts about product management, behavioral psychology, team leadership, ... into something coherent <a href="http://www.loscuentosdelabuelo.com/2020/02/mi-evolucion-traves-de-la-gestion-de.html" target="_blank">within my own product framework</a>.</li><li>Teaching much, much less than in the past few years, but with more focus on trying out new stuff with blended approaches. There are already a couple of interesting courses around data, AI and emerging tech to work on in early 2021!</li><li>And... let life surprise me with new moonlightning projects!<br /></li></ul><p><br /></p><p>Have a happy and healthy 2021, everyone!<br /></p><p><br /></p><p><span>Photo by <a href="https://unsplash.com/@kellysikkema?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Kelly Sikkema</a> on <a href="https://unsplash.com/s/photos/2020?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></p><p><br /><br /></p><p> <br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-28469183500976806482020-12-07T11:00:00.013+01:002020-12-07T11:00:03.475+01:00La docencia híbrida: oportunidades, desafíos y cómo mitigarlos (o al menos cómo intentarlo)<p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhPT-Wid90uEPCYeMNrXMnYxMgJbo_Y1vsYbaTOK3U8hOcHk8GzT6RpEJoVgj8z5kIKKczWkYRH2YpdxM-C0P8qNZeeKnbRAVvUzZerBMqtQCviT3kRz8jGV47EYgmA_7EPDYVo/s2048/element5-digital-OyCl7Y4y0Bk-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1446" data-original-width="2048" height="452" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhPT-Wid90uEPCYeMNrXMnYxMgJbo_Y1vsYbaTOK3U8hOcHk8GzT6RpEJoVgj8z5kIKKczWkYRH2YpdxM-C0P8qNZeeKnbRAVvUzZerBMqtQCviT3kRz8jGV47EYgmA_7EPDYVo/w640-h452/element5-digital-OyCl7Y4y0Bk-unsplash.jpg" width="640" /></a></div><br /><p></p><p>El advenimiento de la pandemia COVID-19 ha producido una aceleración en muchísimos cambios relacionados con la utilización de tecnologías que permiten el acceso remoto. El teletrabajo es el caso más evidente. El otro más relevante es la educación. Durante muchos meses, desde aquel aciago Marzo de 2020, las escuelas, institutos, universidades, escuelas de negocio y academias han tenido que variar, en algunos casos al 100%, sus modos habituales de trabajo. Una vez estaba claro que el curso 2020-21 iba a ser diferente en muchos aspectos, y tras las dudas procedentes de los cambios gubernamentales constantes, surgieron diferentes escenarios de modalidades de docencia. </p><p>Algunas instituciones decidieron mantener la presencialidad al 100%, pero son los menos. Otros, como academias y pequeñas instituciones, aprovecharon la flexibilidad que les permite su tamaño para moverse 100% al modo online. Lo que al principio era la utilización estática de herramientas como Zoom o Teams, se ha convertido ahora en una manera mucho más dinámica de actuación, con el aprovechamiento en tiempo real de herramientas de compartición como Google Drive, Miro o Mentimeter, y capacidades como las salas de trabajo para permitir a los alumnos un mayor nivel de colaboración y actividad en la clase. </p><p>Sin embargo, otras instituciones, por diferentes razones más o menos relacionadas con el ámbito académico, tomaron la decisión de mantener un enfoque presencial, entendiendo que hacía falta añadir un componente online. De ahí surge el concepto de formación híbrida, donde alumnos que asisten presencialmente a clase comparten sesión con alumnos que se conectan virtualmente. Aunque también <a href="https://www.owllabs.com/blog/hybrid-learning" rel="nofollow" target="_blank">este formato admite variaciones</a>, la que estoy viendo más habitualmente en universidades y escuelas de negocio es la opción puramente síncrona, es decir: el profesor asiste al aula con un subconjunto de los alumnos a una hora determinada, mientras que el resto se conecta, a esa hora concreta, a una sesión virtual en la que podrán asistir a la misma. </p><p>La estructura básica de organización física del áula que he visto en mis experiencias desde Septiembre de este año es aproximadamente la que muestro en la figura. No me centro en <a href="https://mashme.io/" rel="nofollow" target="_blank">iniciativas más avanzadas</a> pues son casos concretos e incluso experimentales incluso en las instituciones que las han puesto en marcha. <br /></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh6e_esSxQe0nhtJsViVEXXspFe6HIcCnn178lSmEhYyeKZ_yNBCeKEoF_OeR5DSEqMN53ZnH1RgH4_0nyQMDlNUcu9DQ2ND8tdD7wg9gb85uNQHN6QP2pbPk1qTGP5ArrGzcwc/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1096" data-original-width="2048" height="342" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh6e_esSxQe0nhtJsViVEXXspFe6HIcCnn178lSmEhYyeKZ_yNBCeKEoF_OeR5DSEqMN53ZnH1RgH4_0nyQMDlNUcu9DQ2ND8tdD7wg9gb85uNQHN6QP2pbPk1qTGP5ArrGzcwc/w640-h342/Screenshot+2020-12-06+at+23.57.14.png" width="640" /></a></div><br /><br /><p></p><p>Lo que viene a continuación es una lista de mis primeras impresiones críticas de este enfoque docente. Quiero dejar claro desde el principio que no es una crítica en sí a las instituciones que lo implementan. Soy muy consciente de las dificultades a las que se enfrentan y los esfuerzos que están realizando para ofrecer el mejor entorno posible a estudiantes y docentes. Pero solo a partir de un enfoque pragmático que ponga en valor ese esfuerzo pero muestre las líneas evidentes de mejora, podremos avanzar. </p><p> <br /></p><h3 style="text-align: left;">La conectividad en el áula es clave</h3><p>Puede parecer obvio, pero el enfoque híbrido cambia totalmente las reglas. En un entorno puramente presencial, el perder conectividad afecta únicamente a un cierto porcentaje de la calidad de la clase. Incluso si estamos impartiendo sesiones prácticas sobre un producto online, hay cierta parte que no se pierde, como el enfoque teórico, etc. </p><p>En la clase puramente online, el problema es evidente, pero es algo que sufren TODOS los alumnos (siempre dando por hecho que la responsabilidad de contar con una conexión adecuada es responsabilidad del alumno, un tema que también se puede discutir).</p><p>Sin embargo, en un enfoque híbrido, los problemas de conectividad del áula afectan solo a un porcentaje de la clase, los que se encuentran online. De hecho, debido al ancho de banda necesario para la conexión de vídeo, es más que probable que los servicios online compartidos directamente en el áula física se vean correctamente mientras que los alumnos online no puedan ver la clase, las pantallas compartidas, etc. </p><p>La frustración para los alumnos online y para el profesor es evidente, además de la imposibilidad de mantener un ritmo y flujo de clases adecuado, pues cada dos por tres surgen problemas que exigen acciones correctivas. </p><p> </p><h3 style="text-align: left;">La conectividad de los alumnos también es muy importante</h3><p>Siempre se ha dado por hecho que los alumnos son responsables de contar con una conectividad adecuada para poder asistir a cursos online o híbridos. Pero en una situación como la actual, la calidad mínima sube. Muchos alumnos no conectan sus cámaras en las clases híbridas. Algunos lo hacen por razones de privacidad y otros para que no se sepa lo que hacen mientras asisten a clase, pero muchos lo hacen porque saben o perciben que distorsiona su interacción con el áula. </p><p>Esto rompe totalmente con el uso adecuado de la pantalla del fondo de clase, que se supone que permite que los estudiantes presenciales "sientan" que los alumnos online están asistiendo. Por supuesto siempre podemos obligarles, pero la realidad es que este enfoque coercitivo no es el adecuado ahora mismo: los alumnos que no quieran, siempre podrán aducir ciertos problemas técnicos; los que sí, pero sí tengan realmente estos problemas, se verán forzados a tener una experiencia peor. </p><p><br /></p><h3 style="text-align: left;">La vista del profesor... también importa</h3><p>En algunas configuraciones y también debido al tipo de productos comerciales utilizados, la pantalla del fondo de la clase se utiliza no solo para ver supuestamente las caras de los alumnos online, sino que es donde aparece el chat de clase. Es el único sitio que tiene sentido pues la primera pantalla es la que se utiliza para compartir con toda la clase y tiene que estar cerca del profesor para que pueda marcar temas concretos, ver detalles, etc. </p><p>El problema es que la pantalla del fondo de clase está... al fondo de la clase. Y eso significa que si el profesor no ve bien, o el áula es muy profunda, es muy complicado ver los comentarios del chat de los alumnos online. Sí, se puede ampliar el tamaño de fuente, pero entonces eso limita el espacio donde se ven las cámaras de los alumnos. </p><p><br /></p><h3 style="text-align: left;">El lío de los micrófonos y los altavoces<br /></h3><p>La mayor parte de las configuraciones que conozco cuentan con un micrófono omnidireccional que permite al profesor moverse por la clase para que los alumnos online puedan escucharle adecuadamente. Esto además permite que los alumnos del áula puedan participar directamente y los alumnos online les puedan escuchar. </p><p>Por otra parte, los altavoces del monitor del fondo, o integrados en el áula, son los que permiten que cuando hable un alumno online, toda la clase le escuche adecuadamente. </p><p>Esta configuración es correcta cuando se trata de clases magistrales o de trabajo general. El profesor habla, los alumnos comentan para toda la clase. Más allá de la calidad de los micrófonos, de zonas muertas o de problemas de conectividad, esta configuración funciona.</p><p>Además, los profesores suelen contar también con micrófonos de corbata. En el caso de sesiones puramente magistrales, como si fuese una conferencia, es la mejor opción. Solo se oye al docente. Si algún alumno tiene alguna pregunta, el docente ha de repetirla para que los alumnos online la puedan escuchar. </p><p>El problema viene cuando queremos realizar talleres grupales, organizando a los alumnos en grupos. Las herramientas actuales permiten organizar salas de trabajo virtuales, de manera que podemos crear diferentes configuraciones:</p><ol style="text-align: left;"><li>Los alumnos presenciales se organizan por grupos físicos, mientras que se crean salas virtuales para grupos de alumnos online. Por ejemplo, si tenemos 15 alumnos presenciales y 15 online, crearíamos tres grupos presenciales de cinco alumnos, y tres salas virtuales con cinco alumnos cada uno. En estas herramientas, los alumnos de las salas virtuales ya solo se ven entre sí. </li><li>También se puede realizar una configuración híbrida, pidiendo a los alumnos presenciales que se conecten a esas salas virtuales. </li></ol><p>Pero estas configuraciones causan varios inconvenientes:</p><ul style="text-align: left;"><li>Dependiendo de la herramienta utilizada, los alumnos que van a salas virtuales dejan, en algunos casos, de ver el chat grupal. No es posible para el docente enviar mensajes a todo el mundo. </li><li>Ocurre lo mismo con el micrófono. Tiene sentido, pues la idea es que el resto de conversaciones, incluso las que pueden mantenerse en la sala principal, no les moleste. Pero como veremos ahora, limita la comunicación...</li><li>... pues con el enfoque actual de configuración, si el profesor entra en una sala virtual, no solo le escuchan esos alumnos, sino también todos los alumnos del áula presencial. </li></ul><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBW4mvVA5nJEK1P1Fsml00S3DkqWSatS76Xcs3hkdclfhw9M-w_UJDqpvo45K2DYrGNGLsToM8flV5TZDMbPF4CfrQsCCOEZQXPMFA8AtoW9DlnB9U7-oxotM8D7IphTUyOxLX/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1103" data-original-width="2048" height="344" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBW4mvVA5nJEK1P1Fsml00S3DkqWSatS76Xcs3hkdclfhw9M-w_UJDqpvo45K2DYrGNGLsToM8flV5TZDMbPF4CfrQsCCOEZQXPMFA8AtoW9DlnB9U7-oxotM8D7IphTUyOxLX/w640-h344/Screenshot+2020-12-06+at+23.57.25.png" width="640" /></a></div><br /><br /><p></p><div><p> </p><h3 style="text-align: left;">Los cambios en las metodologías no implican necesariamente cambios en los contenidos de años anteriores</h3><p>De la misma manera que las instituciones han tenido que hacer amplios esfuerzos para acomodarse a esta nueva realidad híbrida, los docentes también han visto, en algunos casos de repente, cómo su enfoque habitual de las clases está comprometida. No me refiero solo a aquellos docentes de clases puramente presenciales y magistrales. Hay muchos profesores que llevaban años implementando otro tipo de metodologías y enfoques. Pero incluso en estos casos, el enfoque híbrido cambia muchísimas cosas. Un profesor puramente online se enfrenta a la coordinación con los alumnos del áula presencial. Un profesor de presencial que utiliza talleres constantes se ve limitado por los problemas de conectividad y ha de buscar otro tipo de ejercicios. Las limitaciones mencionadas anteriormente con las salas de trabajo virtuales exigen en algunos casos que los talleres sean más cortos para que los alumnos vuelvan cuanto antes a la sala general y no se sientan fuera de contexto. <br /></p><p> </p><h3 style="text-align: left;">¿Cuál sería una evolución incremental pero necesaria de estas clases híbridas? Mi propuesta sobre tecnología<br /></h3><ul style="text-align: left;"><li>Evolución de las tecnologías de clases virtuales y videoconferencias para minimizar el consumo de ancho de banda y mejorar la gestión de la misma. Por ejemplo, hay herramientas que cuando hay una mala conexión, cancelan la compartición de pantalla o de aplicaciones... pero no intentan recuperarla después. Esto obliga al profesor a estar comprobando si esto es así constantemente, o que los alumnos online tengan que estar recordándoselo al profesor. <br /></li></ul><ul style="text-align: left;"><li>Conectividad suficiente para todos los profesores y alumnos que están conectados en ese momento desde clase. Si es necesario, conexiones independientes (p.e. cada clase cuenta con una conexión 5G independiente) o con varios proveedores al mismo tiempo (p.e. en modo equilibrio de cargas o load balancing), de forma que siempre se cuente con la mejor conectividad posible. No es perfecto y seguramente el coste es mayor. </li></ul><ul style="text-align: left;"><li>Mientras no se pueda asegurar la conectividad de los alumnos, eliminación de las pantallas del fondo de clase. La cámara de clase sí puede quedarse ahí para que los alumnos online vean toda el áula, pero el monitor es mejor que esté como segunda pantalla cerca del profesor, tal y como se muestra en este diagrama. </li></ul><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2P30Q6UhVZf5AIN7ytbGpiWgtM0qK0-7pn_Er0q_rUzaAzYiY9sFuol8RCzE6IT3PSOpnFG-VxLXeI91dWaDNLHF94GLr-ig7Hulko6t5uBmeIgoc2D2jtUY-GWis2KWxw2Sa/" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="1103" data-original-width="2048" height="344" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi2P30Q6UhVZf5AIN7ytbGpiWgtM0qK0-7pn_Er0q_rUzaAzYiY9sFuol8RCzE6IT3PSOpnFG-VxLXeI91dWaDNLHF94GLr-ig7Hulko6t5uBmeIgoc2D2jtUY-GWis2KWxw2Sa/w640-h344/Screenshot+2020-12-06+at+23.57.34.png" width="640" /></a></div><br /><p></p><p style="margin-left: 40px; text-align: left;">Como ventaja, el profesor podría tener ahí otros recursos no visibles directamente para el resto de la clase. Y el único "pero" es que los alumnos presenciales no podrían ver directamente las preguntas del chat y el profesor tendría que comentarlos en voz alta; pero eso es algo que YA es necesario con el enfoque actual.</p><ul style="text-align: left;"><li>Adición de cascos al kit del docente para poder acceder a salas virtuales. De esta forma, el profesor puede dedicar parte del tiempo de los talleres para interactuar de manera más cómoda con los alumnos de cada sala virtual, sin molestar a los alumnos que se encuentran en el áula presencial. Esto tiene algunos desafíos higiénicos, que se podrían resolver con préstamos personalizados a los docentes o incluso que sea parte del kit anual (los docentes no necesitan EarPods, solo cascos que funcionen adecuadamente). </li></ul><ul style="text-align: left;"><li>Gestión sencilla de selección de micrófonos y altavoces desde las herramientas utilizadas. Aunque es un tema relativamente menor, para muchos profesores puede ser un problema tener que acceder a la configuración de cada herramienta de videocomunicación para cambiar la fuente de sonido o de microfonía cada vez que cambia de contexto. Las herramientas tendrían que permitir un enfoque más sencillo, del tipo "cambiar audio y vídeo a modo sala virtual" o "cambiar audio y vídeo a modo sala general". <br /></li></ul><p><br /></p><h3 style="text-align: left;">¿Cuál sería una evolución incremental pero necesaria de estas clases híbridas? Mi propuesta sobre procesos</h3><h4 style="text-align: left;">Asistente de docencia <br /></h4><p>Para empezar, veo muy necesaria la incorporación del rol de asistente de docencia (Teaching Assistant o TA) en estas clases, de manera general. Algunas instituciones ya lo proveen de manera habitual, pero la mayoría no. Obviamente esto tiene costes adicionales que las instituciones tienen que evaluar, pero permitiría un mayor control de la clase. El TA sería responsable, entre otras cosas, de:</p><ul style="text-align: left;"><li>Preparación de que la documentación se encuentre disponible para los alumnos.</li><li>Crear y gestionar el acceso a documentos de trabajo para los talleres. Por ejemplo, los documentos de Google Drive o Microsoft OneDrive que cada equipo de cada sala virtual va a utilizar. Además, proveer estos enlaces al docente para que durante esos talleres pueda ver el avance de cada equipo en tiempo real. Esto, por ejemplo, permite al docente decidir a qué sala virtual tiene más sentido ir en cada momento. </li><li>Soporte en las salas virtuales. Ayuda en el avance de las salas virtuales. Mientras el docente se encuentra en una sala, el TA puede estar en otra facilitando su trabajo. </li></ul><p>El TA puede ser otro profesor, un perfil más junior o incluso un ex-alumno a quien le interese tener alguna experiencia docente remunerada. </p><p> </p><h4 style="text-align: left;">Menos contenido <br /></h4><p>Esto es difícil de aceptar desde muchos enfoques: marketing, costes, expectativas de los alumnos... pero lo cierto es que, al menos mientras los docentes, alumnos e infraestructuras no "cojan ritmo", será muy complicado mantener la misma profundida de contenido, al menos directamente. Mis primeras experiencias implican una reducción de entre un 20% y un 25% del contenido habitual. Aunque a continuación expondré una opción muy conocida y utilizada ya para minimizar esta reducción, creo que es necesario tenerlo en cuenta. </p><p><br /></p><h4 style="text-align: left;">La clase volteada</h4><p>La clase volteada es un enfoque docente en el que el docente envía algunas tareas de lectura, visualización, escucha o análisis previamente a la asistencia a la clase. De esa forma, la clase se transforma en una discusión sobre los contenidos y análisis realizados, <a href="http://www.loscuentosdelabuelo.com/2016/06/impartiendo-un-curso-de-nuevos-modelos.html" rel="nofollow" target="_blank">convirtiéndose en algo mucho más dinámico</a>. </p><p>Aunque la clase volteada puede utilizarse en cualquier momento y prácticamente en cualquier tipo de asignatura, mi propuesta tiene que ver más con la propia organización de las clases. Una clase online o híbrida es más dura psicológicamente para todos: alumnos presenciales, online y docentes. Las sesiones de 2, 3 o 4 horas requieren mucho más esfuerzo. <br /></p><p> En esos casos, considero que la solución no es AÑADIR el concepto de clase volteada, sino integrarlo en las horas de clase. </p><p>Por ejemplo, si tenemos una sesión de cuatro horas, en la que habitualmente iríamos a clase a trabajar durante ese tiempo con los alumnos presenciales y online, esta se convertiría en tres acciones que sumarán cuatro horas, pero aplicando enfoques síncronos y asíncronos. Un ejemplo podría ser: <br /></p><ol style="text-align: left;"><li>Una hora de clase volteada. El docente prepara contenidos que le lleven a cada alumno aproximadamente ese tiempo. Habitualmente contaría con (1) una pequeña píldora de introducción por parte del docente; (2) contenidos, vídeos y audios de interés, producidos tanto por el docente como por terceros. Y (3) un test de auto-evaluación que permita al alumno saber si ha entendido los elementos fundamentales. </li><li>Otra hora asíncrona. Durante los días previos a la sesión presencial, <a href="http://www.loscuentosdelabuelo.com/2020/03/crafting-digital-mindset-course-behind.html" rel="nofollow" target="_blank">se activa un foro u otro tipo de artefacto para que los alumnos puedan preguntar y resolver dudas concretas sobre la clase volteada</a>. El profesor se involucra en aquellos casos en los que los alumnos no sean capaces de resolverlas por sí mismos o haga falta alguna matización.</li><li>La sesión presencial, de dos horas en lugar de cuatro. Con resolución adicional de dudas, clases magistrales de temas avanzados que el docente prefiera explicar directamente, talleres, tests adicionales para validar y discusiones. </li></ol><p>Repito que no hay ninguna limitación para que los docentes apliquen ya este tipo de metodología volteada, y estoy seguro de que muchos ya lo hacen. Pero el cambio este año ha sido tan dramático que creo que es importante dejarlo como recordatorio. <br /></p><p><br /></p><h3 style="text-align: left;">No sé si la hibridación ha llegado para quedarse... pero hay demasiada inversión como para que no ocurra</h3><p style="text-align: left;">En un entorno post-COVID que esperemos llegue pronto, no puedo saber si volveremos a enfoques, sin duda más digitales y online, pero evitando estos enfoques híbridos. O si este curso de experiencia servirá para convertirlo en una opción más. O incluso la utilizada mayoritariamente. O si este enfoque será habitual para grandes instituciones que así no pierden volumen de estudiantes, mientras que las instituciones más pequeñas buscan enfoques online/presenciales con propuestas de valor diferentes. </p><p style="text-align: left;">Pero los aprendizajes serán indudablemente útiles para lo que se plantee posteriormente. Y por ello espero que este artículo, más largo de lo habitual, pueda ayudar a seguir avanzando en estos desafiantes pero apasionantes actos que son los de enseñar y aprender. <br /></p><p><br /></p><h4 style="text-align: left;">Créditos</h4><p><span>Photo by <a href="https://unsplash.com/@element5digital?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Element5 Digital</a> on <a href="https://unsplash.com/s/photos/teaching?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span> <br /></p><p>Iconos utilizados procedentes de <a href="https://thenounproject.com/" rel="nofollow" target="_blank">The Noun Project</a>:</p><ul style="text-align: left;"><li><span>By <a href="https://thenounproject.com/Icons4marketer">Andreas Vögele</a><span class="uploader-location">, DE</span></span> In the <a href="https://thenounproject.com/Icons4marketer/collection/education-and-university" title="View the Education and University collection">Education and University Collection</a></li><li><span>By <a href="https://thenounproject.com/dinaalifa445">aliandoses</a><span class="uploader-location">, ID</span></span> In the <a href="https://thenounproject.com/dinaalifa445/collection/multimedia" title="View the Multimedia collection">Multimedia Collection</a></li><li><span>By <a href="https://thenounproject.com/leremy">Gan Khoon Lay</a></span> In the <a href="https://thenounproject.com/leremy/collection/coach-instructor-trainer-teacher-jobs-occupations" title="View the Coach Instructor Trainer Teacher Jobs Occupations collection">Coach Instructor Trainer Teacher Jobs Occupations Collection</a><span>By <a href="https://thenounproject.com/dinosoftlab">DinosoftLab</a></span> </li><li><span>By <a href="https://thenounproject.com/mhd.husaini618">Mhd Husaini</a><span class="uploader-location">, ID</span></span> In the <a href="https://thenounproject.com/mhd.husaini618/collection/device-icon-set" title="View the Device Icon set collection">Device Icon set Collection</a></li><li><span>By <a href="https://thenounproject.com/stormicons">Storm Icons</a></span> </li><li><div><span>By <a href="https://thenounproject.com/ColourCreatype">Colourcreatype</a><span class="uploader-location">, ID</span></span> In the <a href="https://thenounproject.com/ColourCreatype/collection/science-education-outline" title="View the Science Education Outline collection">Science Education Outline Collection</a><span> </span></div><span>By <a href="https://thenounproject.com/nivya.becse">QualityIcons</a><span class="uploader-location">, DK</span></span> In the <a href="https://thenounproject.com/nivya.becse/collection/camera" title="View the Camera collection">Camera Collection</a></li><li><span>By <a href="https://thenounproject.com/albertosaurus">Alberto Guerra Quintanilla</a><span class="uploader-location">, MX </span></span> <div><div> </div></div></li></ul></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-40689386428779274062020-10-01T09:30:00.001+02:002020-10-01T09:30:05.112+02:00Charla completa de analítica de datos para el FUNDECYT-PCTEX Extremadura<p>Hace unos meses el parque científico y tecnológico de Extremadura, FUNDECYT-PCTEX, me invitó a impartir una charla sobre analítica de datos. En una horita resumí mi visión sobre este tema, y espero que os resulte útil. </p><p><br /></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/7MkHIINb_ak" width="320" youtube-src-id="7MkHIINb_ak"></iframe></div><br /><p><br /></p><p> </p><p> </p><p> </p><p> </p><br />Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-29964248356339623802020-09-05T11:00:00.007+02:002020-09-06T19:35:11.683+02:00Canciones perdidas y encontradas<p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYPSaNmXdKFlhviNzvNW_SbYhnWL_tsE8QAxoEQnGMdCD9kMEZJWwAxFRLYQC7_jDjk-2Rl3DZMF4mHBgpTWWvgCrOtmar-gIwGNi-lQRz4sXoL7ynb0gLgpN6x34oCy2lwLnB/s2048/ayesh-rathnayake-Pz_YVPS2lhg-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1152" data-original-width="2048" height="351" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYPSaNmXdKFlhviNzvNW_SbYhnWL_tsE8QAxoEQnGMdCD9kMEZJWwAxFRLYQC7_jDjk-2Rl3DZMF4mHBgpTWWvgCrOtmar-gIwGNi-lQRz4sXoL7ynb0gLgpN6x34oCy2lwLnB/w625-h351/ayesh-rathnayake-Pz_YVPS2lhg-unsplash.jpg" width="625" /></a></div><br /><p></p><p> No es este el primer artículo en este blog que habla de <a href="http://www.loscuentosdelabuelo.com/2011/08/he-recuperado-la-cancion-de-mi-vida.html" target="_blank">esas canciones que, independientemente de su calidad objetiva, marcan la vida de uno</a>. Más aún cuando, en algunos casos, esas canciones se pierden y, cual autor maldito, aumentan su leyenda cuando parece que nunca más volverán. </p><p> Hace ya unos cuantos años encontré una de esas canciones perdidas, Close Cover de Wim Mertens. Una canción que escuché en el programa de Ramón Trecet y que me gustó tanto que enseguida la saqué para piano. Gran idea, pues enseguida perdí el cassette hasta que Spotify me la trajo de vuelta. </p><p> </p>
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/1joKCo7RaW4" width="560"></iframe>
<p> </p><p>Posteriormente encontré otra de esas canciones. En ese caso fue relativamente más fácil. Durante sus últimas dos temporadas, <a href="http://www.loscuentosdelabuelo.com/2018/11/en-estos-tiempos-de-video-bajo-demanda.html" target="_blank">fui un oyente fiel de Tutti-frutti, un programa de radio en la madrugada de finales de los ochenta</a> y presentado por Federico Pérez de Lema. Casi todas las noches terminaba el programa con un tema en español pero interpretado por un italiano. En este caso tuve suerte, pues tenía (y tengo) varias cassettes con algunos de esos programas grabados, así que un día encontré esa canción y, aunque en su versión original en italiano, redescubrí a Gianni Togni y su Luna. </p>
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/4P5Mhjpp0Yo" width="560"></iframe>
<p> </p><p> De ese mismo programa, pero ya unos años antes, había encontrado otro de esos pequeños temas que sin embargo, en el silencio de la noche, con los cascos de un walkman a pilas, marcan la vida del adolescente. Era Total Control, de The Motels. </p>
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/kLBZjdrKSpY" width="560"></iframe>
<p> </p><p>Pero me quedaba una para este póker de ases personal. Una canción que escuché en una de esas madrugadas de radio, donde grababa canciones según empezaban a sonar y luego las borraba si no me convencían. Sin título, sin nombre del artista. Solo la música y la letra. Me enganchó, me la saqué en piano de nuevo y me aprendí parte de la letra. Y esa cassette también desapareció (sí, hay un patrón en ello). </p><p>El problema con este tema es que cuando me planteé encontrarla de nuevo, ya no recordaba nada de la letra y solo parte de la melodía a piano. No era suficiente para que Spotify o Youtube me ayudasen a recuperarla. </p><p> Hasta hace unos días. Es curioso cómo funciona el cerebro. Una noche, ya acostado pero con el móvil (lo sé, lo sé), decidí volver a intentarlo. Pero al empezar a buscar "canciones perdidas de los 80", ví una palabra: tecnopop. Y algo me hizo seguir ese hilo. Mi recuerdo de esa canción está directamente relacionada con mi propia versión a piano. Pero al ver esa palabra recordé que ese recuerdo no era real: el tema tenía más sintetizador de lo que pensaba. De ahí a varios vídeos infructuosos en Youtube, vuelta a Google y de repente, aparece un programa de Cachitos de hierro y cromo sobre el tecnopop español.</p>
<div style="background: rgba(255, 255, 255, 0.9) none repeat scroll 0% 0%; border-bottom: 1px solid rgb(170, 170, 170); display: inline-block; padding-top: 64%; position: relative; width: 100%;">
<iframe allowfullscreen="allowfullscreen" name="Tecnopop 2" scrolling="no" src="https://secure-embed.rtve.es/drmn/embed/video/4900278" style="background-color: transparent; border: none; height: 90%; left: 0; overflow: hidden; position: absolute; top: 0; width: 100%;"></iframe>
<div style="bottom: 0px; display: inline-block; font-family: "arial", "helvetica", sans-serif; font-size: 12px; left: 0px; line-height: 1.833; padding: 5px 0px 5px 10px; position: absolute;">
<span style="float: left; margin-right: 10px;">
<img alt="" src="https://img2.rtve.es/css/rtve.commons/rtve.header.footer/i/logoRTVEes.png" style="background: transparent none repeat scroll 0% 0%; height: 20px; margin: 0px; padding: 0px; width: auto;" />
</span>
<a href="https://www.rtve.es/alacarta/videos/cachitos-de-hierro-y-cromo/cachitos-hierro-cromo-tecnopop-2/4900278/" style="color: #333333; font-weight: bold;" title="Tecnopop 2">
<b>Tecnopop 2</b>
</a>
</div>
</div>
<p> </p><p> A los pocos minutos de empezar el programa (minuto 7:38 para ser exactos :D), un trío femenino aparece. Y la voz de la cantante me dice que he encontrado lo que buscaba. El grupo es Magenta y otra búsqueda rápida en Youtube me da el nombre del tema perdido durante más de 30 años: La Reina del Salón. Por un segundo, mi corazón da un vuelco. <br /></p>
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/sfZMKJezMTY" width="560"></iframe>
<p> </p><p> </p><p> </p><p>Un único disco de un trío femenino de Burgos. Producido por Nacho Cano, de Mecano, pero con la voz de Marta Barriuso confiriéndole un toque gótico muy especial. Leo que para muchos "viejos de los 80" es uno de los mejores discos de la época. </p><p> No recordaba así la canción. Mucho sintetizador. Pero no me importa. He encontrado la última canción perdida de mi vida. Al menos por ahora :)<br /></p><p> <br /></p><p> </p><p> <br /></p><p><span>Photo by <a href="https://unsplash.com/@ar1991?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Ayesh Rathnayake</a> on <a href="https://unsplash.com/s/photos/lost?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span> <br /></p><p> </p><p> </p><p> <br /></p>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-61578941320725262572020-07-27T10:00:00.001+02:002020-07-27T10:00:11.404+02:00GPT-3: los modelos de procesamiento de lenguaje natural en el ámbito educativo<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLNbaLe7v8_sH-hy8Qi96FMce_45kUt6CVLzSkMHQfFChYiEB1dktydcL_41nFRwzPdtGw6oWwyVTC-qyjXgHPyeVBZ-c_2aP97o33yRzZ0ZsRNZezVNky7NeuyAFUBEoLonMm/s2048/romain-vignes-ywqa9IZB-dU-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1360" data-original-width="2048" height="518" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiLNbaLe7v8_sH-hy8Qi96FMce_45kUt6CVLzSkMHQfFChYiEB1dktydcL_41nFRwzPdtGw6oWwyVTC-qyjXgHPyeVBZ-c_2aP97o33yRzZ0ZsRNZezVNky7NeuyAFUBEoLonMm/w781-h518/romain-vignes-ywqa9IZB-dU-unsplash.jpg" width="781" /></a></div><div><br /></div><div>Hace poco más de una semana el mundo de la IA se volvió loco con la salida del GPT-3 de <a href="https://openai.com/" target="_blank">OpenAI</a>, el nuevo modelo de aprendizaje automático de la empresa fundada por Elon Musk y Sam Altman para dar respuesta a la carrera entre las grandes empresas de tecnología para avanzar la inteligencia artificial. <br /></div><div><br /></div><div>Pero, ¿qué es GPT-3? Y, ¿qué impacto puede tener sobre el mundo educativo? <br /></div><div><br /></div><div>GPT-3 es un software que implementa un modelo de procesamiento de lenguaje natural. Es decir, es una inteligencia artificial que es capaz de generar nuevos textos a partir de los que ha procesado previamente. Para ello, ha sido entrenado previamente con millones de artículos y contenidos. Por lo que he leído, las fuentes son muy diversas, pero incluyen obviamente a Wikipedia, libros de dominio público en varios idiomas, <a href="https://commoncrawl.org/" target="_blank">CommonCrawl</a> y otros. <br /></div><div><br /></div><div>Y ¿qué puede hacer? <a href="https://science.thewire.in/the-sciences/openai-gpt-3-language-model-natural-language-processing-artificial-general-intelligence/" target="_blank">Pues muchas cosas</a>: escribir ensayos, historias, tweets... incluso poesía o manuales técnicos. Sin errores gramaticales. Imitando el estilo de un autor concreto. Incluso generar código. Es capaz de responder a preguntas sin entrenamiento previo o con muy poco entrenamiento, y traducir idiomas. Lo último es que más atención ha llamado. Con apenas unos pocos ejemplos el modelo es lo suficientemente general como para responder adecuadamente. Es decir, un único modelo para potencialmente decenas o centenares de aplicaciones. <br /></div><div><br /><blockquote class="twitter-tweet"><p dir="ltr" lang="en">=GPT3()... the spreadsheet function to rule them all.<br /><br />Impressed with how well it pattern matches from a few examples.<br /><br />The same function looked up state populations, peoples' twitter usernames and employers, and did some math. <a href="https://t.co/W8FgVAov2f">pic.twitter.com/W8FgVAov2f</a></p>— Paul Katsen (@pavtalk) <a href="https://twitter.com/pavtalk/status/1285410751092416513?ref_src=twsrc%5Etfw">July 21, 2020</a></blockquote> <script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script> </div><div><br /></div><div><br /></div><div><br /></div><div>Entonces, ¿es inteligente? No. Lo más interesante para mí es que es una prueba más de que la "inteligencia" no sirve para tantas cosas como esperábamos. <a href="https://lambdalabs.com/blog/gpt-3/" target="_blank">Tal y como dice Anders Sandberg, de la universidad de Oxford</a>, <br /></div><div><br /></div><div></div><blockquote><div>"<i>For me, the big story about #gpt3 is not that it is smart - it is
dumb as a pile of rocks - but that piles of rocks can do many things we
thought you needed to be smart for. Fake intelligence may be dominant
over real intelligence in many domains."</i></div><div></div></blockquote><div><br /></div><div>Técnicamente, GPT-3 es una red neuronal <a href="https://towardsdatascience.com/https-medium-com-chaturangarajapakshe-text-classification-with-transformer-models-d370944b50ca" target="_blank">de tipo transformer</a>, que se lleva <a href="https://towardsdatascience.com/bert-explained-state-of-the-art-language-model-for-nlp-f8b21a9b6270" target="_blank">utilizando unos años en procesamiento de lenguaje natural</a> y que también fue la base de la versión previa de GPT, GPT-2. Por lo que se dice, esta nueva versión es sencillamente mucho más grande que la anterior, y demuestra que las prestaciones de un modelo de procesamiento de lenguaje natural mejora en prestaciones siguiendo la ley de potencia con respecto al tamaño del conjunto de datos, tamaño del modelo y cantidad de computación realizada. Para poder comparar, GPT-2 tenía un tamaño de 40 GB, analizó unas 45 millones de páginas web y contaba con aproximadamente 1.500 millones de parámetros. GPT-3 ocupa 700 GB y cuenta con 175.000 millones de parámetros. <a href="https://lambdalabs.com/blog/demystifying-gpt-3/" target="_blank">Eso sí, con un coste relevante de varios millones de dólares solo para entrenarlo</a>. <br /></div><div><br /></div><div>No nos volvamos locos, GPT-3 es un gran predictor de texto, y las primeras demos son flipantes, pero <a href="https://www.forbes.com/sites/robtoews/2020/07/19/gpt-3-is-amazingand-overhyped/#775e350e1b1c" target="_blank">no esperemos milagros</a>. Sin embargo, el salto con respecto a la versión anterior es tan grande que me surgen muchas preguntas acerca de su potencial en el ámbito educativo. No pretendo ser demasiado estratégico, sino indicar algunas líneas de trabajo que ahora podrían acelerarse.</div><div><br /></div><div style="text-align: left;"><h3>Evaluaciones automáticas o semiautomáticas y detección de dudas</h3></div><div>El impacto de los cursos online tanto en el entorno universitario como en el profesional trae muchas dudas. Como profesor, siempre he dicho que impartir cursos online es muchísimo más frustrante y requiere muchísimo más trabajo que otro presencial. <br /></div><div>¿Podríamos utilizar GPT-3 para realizar análisis automático de los textos utilizados en clase y generar evaluaciones automáticas? Aunque no creo en la memorización per se, evaluar la capacidad básica de comprensión de textos importantes para el avance de la clase podría utilizarse dentro de las unidades didácticas para mejorar las líneas de aprendizaje adaptativo.</div><div><br /></div><div>Además, el análisis de los foros de alumnos para detectar dudas o temas que no hayan quedado claros podría convertirse, en mi opinión, en una herramienta de mucha utilidad para los profesores. <br /></div><div><br /></div><div><br /></div><div style="text-align: left;"><h3>Creación automática de contenido a partir de los objetivos generales o resúmenes ejecutivos</h3></div><div>Quitémonos el orgullo. Una buena parte del trabajo de un profesor cuando está creando un nuevo curso es encontrar contenidos de calidad que poder ofrecer a los alumnos, a veces directamente y otras de manera destilada. El "curador" es un rol muy importante en todo proceso de creación de contenidos educativos, y si un porcentaje de este rol puede ser automatizado, bienvenido sea. El modelo Transformer utilizado por GPT-3 <a href="https://github.com/salesforce/ctrl" target="_blank">ya se ha usado para temas similares</a>. <br /></div><div><br /></div><div><br /></div><div style="text-align: left;"><h3>Aprendizaje de programación de manera textual</h3></div><div>Uno de los ejemplos más interesantes que ha salido en las últimas semanas es el publicado por Sharif Shameen, en el que muestra cómo GPT-3 genera código a partir de una descripción textual. <br /></div><div><blockquote class="twitter-tweet"><p dir="ltr" lang="en">This is mind blowing.<br /><br />With GPT-3, I built a layout generator where you just describe any layout you want, and it generates the JSX code for you.<br /><br />W H A T <a href="https://t.co/w8JkrZO4lk">pic.twitter.com/w8JkrZO4lk</a></p>— Sharif Shameem (@sharifshameem) <a href="https://twitter.com/sharifshameem/status/1282676454690451457?ref_src=twsrc%5Etfw">July 13, 2020</a></blockquote> <script async="" charset="utf-8" src="https://platform.twitter.com/widgets.js"></script> </div><div>Una vez más, ¿es este el fin de todas las carreras y cursos de informática y programación? Pues no, como bien explica la siguiente imagen.</div><div class="separator" style="clear: both; text-align: center;"><a href="https://www.commitstrip.com/en/2016/08/25/a-very-comprehensive-and-precise-spec/?" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" target="_blank"><img alt="Do you know the industry term for a project specification that is comprehensive and precise enough to generate a program? Code." border="0" data-original-height="613" data-original-width="650" height="473" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh6hJyr_VyRBbg1ITKrnkhm-n-y4uY6x9EQH0dOymL7LlBeUT9fNPpTmWTj_IuW5bXwISd3uNnmI2i2moutlvuajb9oU_86f07yujqdRCHLrNaPYF6DdaRpU__UHiX1Eu1mAjkx/w500-h473/0.jpg" width="500" /><br /></a></div><div class="separator" style="clear: both; text-align: center;"><font size="1">(source: <a href="https://www.commitstrip.com/en/2016/08/25/a-very-comprehensive-and-precise-spec/?">https://www.commitstrip.com/en/2016/08/25/a-very-comprehensive-and-precise-spec/?</a>)</font><br /><a href="https://www.commitstrip.com/en/2016/08/25/a-very-comprehensive-and-precise-spec/?" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" target="_blank"></a></div><div><br /></div><div>Pero sería un gran avance para aprender a programar y para que personas no técnicas entiendan mejor cómo generar prototipos y ejemplos sencillos que ayudarían a acelerar ese proceso de aprendizaje. <br /></div><div><br /></div><div><br /></div><div style="text-align: left;"><h3>Recomendaciones de textos</h3></div><div>Aunque no es nuevo, la sencillez con la que GPT-3 es capaz de analizar textos nos permitiría crear mejores sistemas de recomendación, tal y como plantea Andrew Mayne en su <a href="https://andrewmayneblog.wordpress.com/2020/06/11/the-aichannels-project/" target="_blank">post The AI Channels Project</a>. Si un alumno tiene que leer un texto concreto, no parece muy complicado mezclar el sistema de <i>assessment</i> mencionado anteriormente con análisis de estilo y seguir recomendando lecturas al alumno en base a avance de nivel, temática, continuación del temario, etc. Una vez más, esto ayudaría al profesor a crear líneas de aprendizaje adaptativo. <br /></div><div><br /></div><div style="text-align: left;"><h3>Orientación del estudiante</h3></div><div>Uno de los primeros <a href="https://www.theverge.com/2020/6/11/21287966/openai-commercial-product-text-generation-gpt-3-api-customers" target="_blank">usos comerciales de GPT-3</a> es el que está realizando Koko, una startup que ayuda en casos de crisis mentales. Y Reddit está comenzando a utilizarlo en la moderación de comentarios de su red social. Por tanto, hay una línea de trabajo interesante que se relaciona con el acompañamiento no académico del alumno durante su etapa estudiantil. <br /></div><div><br /></div><div><br /></div><div>Por supuesto, hay muchas más posibilidades. Y para cada una, multitud de <a href="https://medium.com/fair-bytes/how-biased-is-gpt-3-5b2b91f1177" target="_blank">riesgos éticos y legales</a>. Pero si mantenemos una visión pragmática del uso real de la tecnología, el uso de modelos como GPT-3, Google <a href="https://ai.googleblog.com/2018/11/open-sourcing-bert-state-of-art-pre.html" target="_blank">BERT</a> y otros puede ayudarnos a solidificar nuevos enfoques híbridos de aprendizaje. <br /></div><div><br /></div><div><br /></div><div style="text-align: left;"><h3>Referencias</h3></div><div><ul style="text-align: left;"><li><a href="https://lambdalabs.com/blog/gpt-3/" target="_blank">GPT-3: A Hitchiker's Guide</a></li><li><a href="https://www.xataka.com/robotica-e-ia/gpt-3-nuevo-modelo-lenguaje-openai-capaz-programar-disenar-conversar-politica-economia" target="_blank">GPT-3 en Xataka</a></li><li><a href="https://science.thewire.in/the-sciences/openai-gpt-3-language-model-natural-language-processing-artificial-general-intelligence/" target="_blank">Artículo en The Wire</a></li><li><a href="https://thenextweb.com/neural/2020/07/23/openais-new-gpt-3-language-explained-in-under-3-minutes-syndication/" target="_blank">OpenAI's new GPT-3 language explained in under 3 minutes.</a></li><li><a href="https://medium.com/swlh/what-gpt-3-means-for-non-technical-professionals-6a285389e336" target="_blank">What GPT-3 means for non-technical professionals.</a></li><li><a href="https://towardsdatascience.com/3-ai-startup-ideas-in-edtech-to-leverage-the-rise-of-live-online-classes-due-to-covid-19-2b52c16afe48" target="_blank">Three AI startup ideas in EdTech</a></li><li><a href="https://www.theverge.com/2020/6/11/21287966/openai-commercial-product-text-generation-gpt-3-api-customers" target="_blank">Usos comerciales de GPT-3</a></li></ul><div><br /></div><div><br /></div><div><span>Photo by <a href="https://unsplash.com/@rvignes?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Romain Vignes</a> on <a href="https://unsplash.com/s/photos/text?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div><i></i></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-49081527302878351972020-07-20T10:00:00.000+02:002020-07-20T10:00:05.080+02:00My favorite resources on Product Psychology<div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhL7Etx6U1nKCySXSEiiYvUufjdcxRKnErIalByEiqscY6x5Eu1GHGKr51PyK_gx6eWwCKqJMFyFElhG1sq6X2qJiMfSkPOc9PXcPuY4d3utl3JLDP2anwPahlTeC0OKEO-kaa0/s2048/jens-lelie-u0vgcIOQG08-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1371" data-original-width="2048" height="419" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhL7Etx6U1nKCySXSEiiYvUufjdcxRKnErIalByEiqscY6x5Eu1GHGKr51PyK_gx6eWwCKqJMFyFElhG1sq6X2qJiMfSkPOc9PXcPuY4d3utl3JLDP2anwPahlTeC0OKEO-kaa0/w625-h419/jens-lelie-u0vgcIOQG08-unsplash.jpg" width="625" /></a></div><div><br /></div><div><br /></div><div>I have always enjoyed reading about neuroscience, but always from a purely entertaining standpoint. I had some moments where I even thought about building some business around it, but never in a serious manner. <br /></div><div><br /></div><div>However, since around two years ago, I changed the approach to a more professional and careful one. Understanding how behavior affects the building of digital and non-digital products became critical to my career as product manager and entrepreneur. While I had played around the topic in moonlightning and consulting projects around education, culture and entertainment, the idea of understanding how people read in order to help them enhance their reading skills and improve potential recommendations made me realize I needed to know much more about it.</div><div><br /></div><div>So there I went and, as usual, I focused on reading as much as possible. Below you see which books I enjoyed the most, and some comments about a few of them.<br /></div><div><br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiqjMa1EqUkM5sKEoxlNG1tUfKpIa9S6O8HtOBQq38fDhhm8QmjA1CwVyyjmHcY2ufBRZML1KqhhFifNfF34102Au7piSZ5oW_YsdL1aWhmelzFzRPdF3jxp7GjlKXkga5RdXVX/s2048/Screenshot+2020-07-19+21.23.45.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1066" data-original-width="2048" height="326" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiqjMa1EqUkM5sKEoxlNG1tUfKpIa9S6O8HtOBQq38fDhhm8QmjA1CwVyyjmHcY2ufBRZML1KqhhFifNfF34102Au7piSZ5oW_YsdL1aWhmelzFzRPdF3jxp7GjlKXkga5RdXVX/w625-h326/Screenshot+2020-07-19+21.23.45.png" width="625" /></a></div><div><br /></div><div><ul style="text-align: left;"><li><a href="https://danariely.com/books/predictably-irrational/" target="_blank">Predictably Irrational </a>was the first book I read about the topic, and an eye-opening one. Dan Ariely is a perfect host for this task as it merges some theoretical framework with lots of interesting examples. Many of them are now classics but, when I read them for the first time, I was overwhelmed with how much I did not know about our own behavior. <br /></li><li><a href="https://www.nirandfar.com/hooked/" target="_blank">Hooked, by Nir Eyal</a>, was the first one I started to use professionally while at 24symbols. I had already read a few ones that explained many of the topics Eyal focuses on here, but the author has a knack for making them actionable. I have read the book twice. The first one I took like fifteen pages of notes. The second one, a couple of years later, I still took five or six more pages. And I believe I still need to read it a few more times. <br /></li><li><a href="https://www.penguinrandomhouse.com/books/304634/nudge-by-richard-h-thaler-and-cass-r-sunstein/" target="_blank">Nudge</a> and <a href="https://www.nytimes.com/2011/11/27/books/review/thinking-fast-and-slow-by-daniel-kahneman-book-review.html" target="_blank">Thinking, Fast and Slow</a> are maybe the two best known books on the matter, written by Nobel Prize winners. They both introduce the basic concepts of behavioral economics and the Nudge theory. While some of the statements have already been discredited today, they still explain why behavioral economics has become so important now. <br /></li><li><a href="https://www.oreilly.com/library/view/designing-for-behavior/9781449367947/" target="_blank">Designing for Behavior Change</a> is, possibly, the most hands-down book I have read about the topic. While it explains some of the basics behind behavior, the author focuses on "so now, what do I do?" It is a really useful book to read along Hooked. <br /></li></ul></div><div><br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfraUowgFDdy38vN-hdOKzhIN9DeV_Nj6lBoZZZlOHrhFRWgKFiUoI8yllLqt0EuYgqJModGtN66SAD0DE8_XtcVTHgaJtT23EzQbOFeeCmTxMRE57GCGN2VsKxdZOGd674bCQ/s2048/Screenshot+2020-07-19+21.23.59.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1173" data-original-width="2048" height="286" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfraUowgFDdy38vN-hdOKzhIN9DeV_Nj6lBoZZZlOHrhFRWgKFiUoI8yllLqt0EuYgqJModGtN66SAD0DE8_XtcVTHgaJtT23EzQbOFeeCmTxMRE57GCGN2VsKxdZOGd674bCQ/w500-h286/Screenshot+2020-07-19+21.23.59.png" width="500" /></a></div><div><br /></div><div><ul style="text-align: left;"><li>Regarding courses, I can only fully talk about <a href="https://www.edx.org/es/course/behavioural-economics-in-action" target="_blank">the certification course I did on EdX, by Rotman School, University of Toronto</a>. Dilip Soman is one renowned expert on the topic and the course is really good (and deep and dense, so get ready to really study!) I may have more issues with the final test, but the important thing is that after the course I felt much stronger and more ready to use it in the real world. <br /></li></ul></div><div><br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_95vE2WG2w1nDTxWRsel3qsRV1tgCpdcmjt7P9a187e3rkB8G7n0saYDdy_BbjI_y129uOw5WEr5Sf06c-Uga-kbsBP6eOH_N-JRe4n153qBGV3Q9Ww-HVnpgTQIYfiRu8INv/s2048/Screenshot+2020-07-19+21.24.12.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1157" data-original-width="2048" height="354" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_95vE2WG2w1nDTxWRsel3qsRV1tgCpdcmjt7P9a187e3rkB8G7n0saYDdy_BbjI_y129uOw5WEr5Sf06c-Uga-kbsBP6eOH_N-JRe4n153qBGV3Q9Ww-HVnpgTQIYfiRu8INv/w625-h354/Screenshot+2020-07-19+21.24.12.png" width="625" /></a></div><div class="separator" style="clear: both; text-align: left;"><ul style="text-align: left;"><li>There are many talks on the topic. TED has some of the best for introductory purposes. For instance:</li><ul><li>Dan Ariely's <a href="https://www.ted.com/talks/dan_ariely_our_buggy_moral_code" target="_blank">Our Buggy Moral Code</a>.</li><li>Barry Schwartz's <a href="https://www.ted.com/talks/barry_schwartz_the_paradox_of_choice" target="_blank">The Paradox of Choice</a>. <br /></li><li>Daniel Kahneman's <a href="https://www.ted.com/talks/daniel_kahneman_the_riddle_of_experience_vs_memory" target="_blank">The Riddle of Experience vs. Memory</a>. <br /></li></ul></ul></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEig_ZXUjVVl8Bu5ZPWVUWNO2aPXX3AIhQvmanYIptdSu5eZ7lDs6KEF6dSxMtF5RbcJLUfV6hw3V0Aoc-Kzg9zRFcOZjLDbEw-RejJIzDS9G-uj9f2yVQZHFf5XQMfgC2bj-XnH/s1192/Screenshot+2020-07-12+18.35.58.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="968" data-original-width="1192" height="406" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEig_ZXUjVVl8Bu5ZPWVUWNO2aPXX3AIhQvmanYIptdSu5eZ7lDs6KEF6dSxMtF5RbcJLUfV6hw3V0Aoc-Kzg9zRFcOZjLDbEw-RejJIzDS9G-uj9f2yVQZHFf5XQMfgC2bj-XnH/w500-h406/Screenshot+2020-07-12+18.35.58.png" width="500" /><br /></a></div><div class="separator" style="clear: both; text-align: center;"><br /></div><div class="separator" style="clear: both; text-align: left;">Finally, I am an avid podcast listener, so here I give you some of the ones I like the most. I have honestly not found THAT podcast I should subscribe to forever, but these have some really interesting episodes. <br /></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;">I continue reading books and posts about the topic, although I am now more on the "test and see" stage of my learning. Please let me know if I am missing any jewel of knowlege out there!!!</div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><br /></div><div class="separator" style="clear: both; text-align: left;"><span>Photo by <a href="https://unsplash.com/@leliejens?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Jens Lelie</a> on <a href="https://unsplash.com/s/photos/decision?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div><div class="separator" style="clear: both; text-align: center;"><br /></div><br /><br /><div><br /></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-72678643855997196302020-06-29T10:00:00.010+02:002020-06-29T10:00:00.175+02:00Cómo se fragua la escritura de un libro sobre analítica de datos<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB4ItiOHD0Tk_Fo9roU2P0oyUIFKGmIsJCRcTHO8MdfxMmirVGmD5iJHauLE9OwNBUG_gw8FkrdeUcBV903DN2GqB3gF6bMEE5vPdo8X2vyAnpBu4u4S3TILark2MfTfiXCSAt/s5472/patrick-tomasso-Oaqk7qqNh_c-unsplash.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3648" data-original-width="5472" height="520" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhB4ItiOHD0Tk_Fo9roU2P0oyUIFKGmIsJCRcTHO8MdfxMmirVGmD5iJHauLE9OwNBUG_gw8FkrdeUcBV903DN2GqB3gF6bMEE5vPdo8X2vyAnpBu4u4S3TILark2MfTfiXCSAt/w781-h520/patrick-tomasso-Oaqk7qqNh_c-unsplash.jpg" width="781" /></a></div><div><br /></div><div><br /></div><div>El 14 de Septiembre de 2012, Mario López de Ávila (de quien ya he hablado bastantes veces en este blog <a href="http://www.loscuentosdelabuelo.com/2008/06/no-pienses-acta-casi-siempre.html" target="_blank">desde el 2008</a>) me escribió un correo con un mensaje aparentemente inocuo: <br /></div><div><br /></div><div></div><blockquote><div><font size="2"><span style="font-family: "courier";">"Tenemos que ponernos al día, porque si yo tengo novedades [atento al <span class="il">LeanCamp</span> Madrid, 27 de octubre, que empezaremos a anunciar mañana], tú ni me imagino todo lo que tendrás que contar ;-)"</span></font></div><div></div></blockquote><div><br /></div><div>El 8 de Octubre quedamos a tomar un café y, aunque me lo había adelantado, Mario me confirma que le gustaría que participase como ponente en el LeanCamp. Y no solo eso, sino que quería que diese la keynote, la conferencia inaugural. Mi respuesta unos días después fue la que me ha llevado hasta el post que ahora estás leyendo: <br /></div><div></div><blockquote><div><font size="2"><span style="font-family: "courier";">"Más que una "charla", había pensado plantearlo como una Master
Class. [...]</span></font></div><div><font size="2"><span style="font-family: "courier";">Con esa premisa, y sin saber el tiempo con el que
cuento :), había pensado en lo siguiente (recuerda que el nivel que
busco es bajo-medio): <br /></span></font><div><font size="2"><span style="font-family: "courier";">1. Por qué es necesario medir. </span></font></div><font size="2">
</font><div><font size="2"><span style="font-family: "courier";">2. Qué medir. </span></font></div><div><font size="2"><span style="font-family: "courier";"> - Tráfico. Marco AAARR [...]</span></font></div><font size="2">
</font><div><font size="2"><span style="font-family: "courier";"> - Social. [...]<br /></span></font></div><div><font size="2"><span style="font-family: "courier";"> - Financieros. En este caso me centro en los que requiere un servicio tipo SaaS, y definidos por el VC Bessemer y explicados para las personas normales :) por Ryan Carson, de Carsonified <br /></span></font></div><font size="2">
</font><div><font size="2"><span style="font-family: "courier";"> - Específicos de dominio. Cada industria e incluso cada startup
tendrá sus propias métricas. En nuestro caso, las páginas leídas por
usuario nos permiten medir el "engagement", algo crucial en la primera
etapa de un modelo freemium.</span></font></div><font size="2">
</font><div><font size="2"><span style="font-family: "courier";">3. Toma de decisiones. Algunos ejemplos de 24symbols."</span></font></div><div></div></div></blockquote><div><div><br /></div><div>Y así, ese 27 de Octubre <a href="http://www.loscuentosdelabuelo.com/2012/11/un-sabado-en-leancamp-madrid.html" target="_blank">impartí la "charla mínima viable"</a> de lo que casi diez años después ha sido el curso que más veces he impartido en mi vida. <br /></div><iframe allowfullscreen="" frameborder="0" height="485" marginheight="0" marginwidth="0" scrolling="no" src="//www.slideshare.net/slideshow/embed_code/key/plTt4rMIJ97CwB" style="border-width: 1px; border: 1px solid #CCC; margin-bottom: 5px; max-width: 100%;" width="595"> </iframe> <div style="margin-bottom: 5px;"> <b> <a href="//www.slideshare.net/justohidalgo/metrics-because-everything-counts-leancamp-madrid-2012" target="_blank" title="Metrics. Because everything COUNTS (LeanCamp Madrid 2012)">Metrics. Because everything COUNTS (LeanCamp Madrid 2012)</a> </b> from <b><a href="https://www.slideshare.net/justohidalgo" target="_blank">Justo Hidalgo</a></b> </div><div><br /></div><div><iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/zLoVBlTWsRw" width="560"></iframe><br /></div><div><br /></div><div><br /></div><div>No guardo datos de los primeros años, pero habrán sido unos 75-80 cursos (desde las charlas de una hora hasta los cursos detallados de hasta dieciseis) y más de dos mil alumnos y asistentes. Teniendo en cuenta que la formación no es mi actividad principal, creo que no está mal :)</div><div><br /></div><div>En estos años he ido refinando el curso y creando diferentes versiones. Desde la básica de 45 minutos que sirve de introducción a este mundillo hasta el más largo, que ya incluye talleres con diferentes herramientas. Nunca he intentando convertirlo en un curso de herramientas -imparto otro de Google Analytics, pero con otra estructura- pero sí mostrar o al menos listar las herramientas más utilizadas en mi entorno cercano: los emprendedores. Así fui descubriendo productos ahora <i>mainstream</i> como Amplitude, Hotjar, Integromat, etc. ¿Veis? Todo viene de la comunidad.</div><div><br /></div><div>Impartir este curso ha sido una delicia. Solo algunos detalles:</div><div><ul style="text-align: left;"><li>Impartirlo en una edición de <a href="https://www.tetuanvalley.com/" target="_blank">Tetuan Valley</a> me permitió conocer y fichar para 24symbols a Isabel Blank. Uno de los mayores aciertos que he tenido.</li><li>Lo he impartido en casi todas las ediciones de Tetuan Valley en Madrid y muchas de otras ciudades. El tener contacto con tanto talento es impagable.<br /></li><li>He viajado a Málaga, Asturias, Córdoba, Cáceres, Pamplona, Barcelona, Valencia, Oviedo, Gijón, ... y seguro que algunas otras ciudades que ahora no recuerdo, para impartir este curso.</li><li>He impartido el curso de manera corporativa a multitud de empresas. Gracias a asociaciones como <a href="https://www.adigital.org/">adigital</a>, he podido conocer a multitud de grandes profesionales de agencias de comunicación, videojuegos, empresas de retail y distribución... y ayudarlas a introducirse en el proceloso mundo de los datos.</li><li>Varias universidades y escuelas de negocio (gracias <a href="https://www.eoi.es/es" target="_blank">EOI</a>, <a href="https://www.esic.edu/" target="_blank">ESIC</a>, <a href="https://www.euschool.es/" target="_blank">EUSchool</a>, <a href="https://www.ied.edu/" target="_blank">IED</a>, entre otras) me han permitido impartir clases de este tema. Para mí, cada llamada era una alegría (aunque desgraciadamente a veces tuviese que decir que no :( ).</li><li>Y, sobre todo, que me <b>HA OBLIGADO</b> a estar al día en esta área. Soy de los que lleva años poniendo en práctica eso de que la mejor manera de aprender es enseñar. En cada clase surge un tema, una pregunta, una herramienta... que desconozco. Así que ahí está la siguiente iteración del curso. <br /></li></ul></div><div><br /></div><div>Cuando en el 2017 publiqué mi primer libro, pensé que iba a ser el único. Por encima de todo, profesionalmente me considero un <i>product manager</i>, así que no consideraba que pudiese escribir de otra cosa que no fuese temas íntegramente relacionadas con la creación y gestión de productos y servicios digitales. <br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://www.librosdecabecera.com/idea-producto-y-negocio" style="margin-left: 1em; margin-right: 1em;" target="_blank"><img border="0" data-original-height="500" data-original-width="330" height="256" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiuIP-YSNaJk2Ll1Mw4YEyzujGyFd83MI6k-sQ62se8kx17N0Nf-lu2JWwYGWT95nLkPDf87BLld0DlQYJ1PMr9_aVlDsE8KHYBbu9MGDkmU-AoC9BgAkPnisGGSaoCHjqJ67X5/w169-h256/41EzCy0yZWL.jpg" width="169" /></a><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiY9IrjTBbF11UOOKlo2n6KyeTzfncV8JDcqixHhwZ0PBX6b9ueiayxqeSvrCEW1Soz0rI-eeF2ZsjMfa_X1f8nXtdEB-oWCxD7hbN0ASxQp5wfyhW9ZLkzXopKEh-uClCpgXmG/s2048/Idea-Producto-y-Negocio.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2048" data-original-width="1366" height="256" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiY9IrjTBbF11UOOKlo2n6KyeTzfncV8JDcqixHhwZ0PBX6b9ueiayxqeSvrCEW1Soz0rI-eeF2ZsjMfa_X1f8nXtdEB-oWCxD7hbN0ASxQp5wfyhW9ZLkzXopKEh-uClCpgXmG/w170-h256/Idea-Producto-y-Negocio.jpg" width="170" /></a></div><div><br /></div><div><br /></div><div>Sin embargo, a finales del 2018 empecé a pensar que el curso de analítica de datos necesitaba un apoyo, un soporte. Por mucho que quiera, los cursos presenciales solo llegan a un subconjunto muy pequeño de personas. Y aunque podría impartir un curso online de esto (de hecho ya lo hice en el 2015 con la ahora malograda Cursogram), el nivel de detalle seguía siendo insuficiente. No hay tanta bibliografía que explique las cosas que he ido aprendiendo mediante conversaciones, artículos, charlas o pegándome casi cada día con los datos en las empresas en las que he participado. <br /></div><div><br /></div><div>¿Y por qué no un libro? Esa fue la pregunta que me hice. Y la respuesta fue clara y concisa: claro que sí. Un libro me permite explicar en más detalle algunas métricas, mencionar aspectos que en los cursos no tengo tiempo, añadir bibliografía, ... y el lector puede ir a su ritmo... porque, he de reconocerlo, mis cursos de analítica de datos son bastante intensos y con muchísima información que procesar. <br /></div><div>Además... me encantan los libros, leo continuamente y no se me ocurre mejor formar de aportar valor.<br /></div><div><br /></div><div style="text-align: left;"><div class="separator" style="clear: both; text-align: left;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgvqmTD_IkGf9Kam-7nHZpGT0KepGeM4vyQYGDeJ7iVklvjLrM4hB9Yier_Y3nGArZh1NarKVTRgN5Qu_SEfUudu29kLwAgZRO0wIKgqv2pJYTtCuGys0F8U4vr-rRgn0OyUObL/s471/Tetuan+Valley.JPG" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="471" data-original-width="471" height="105" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgvqmTD_IkGf9Kam-7nHZpGT0KepGeM4vyQYGDeJ7iVklvjLrM4hB9Yier_Y3nGArZh1NarKVTRgN5Qu_SEfUudu29kLwAgZRO0wIKgqv2pJYTtCuGys0F8U4vr-rRgn0OyUObL/w105-h105/Tetuan+Valley.JPG" width="105" /></a>Así que el 31 de Diciembre del 2018 escribí a la entonces CEO de <a href="https://www.tetuanvalley.com/" target="_blank">Tetuan Valley</a> (lo siento Cami por las fechas!) para proponerle que lo hiciéramos conjuntamente. Me apetecía mucho aportar algo más a Tetuan Valley. Llevo colaborando con ellos muchos años pero he tenido la sensación de que en los últimos años mi aportación se veía muy reducida por el resto de responsabilidades profesionales en mi vida. Fue una suerte que a Cami le gustase la idea. Ahora solo tenía que sacar algún hueco para ello.</div></div><div></div><div></div><div>Y el 4 de Agosto volví a escribir a Camila: el libro estaba, en su primera versión, terminado! <br /></div><div></div><blockquote><div><br /></div><div><font size="2"><span style="font-family: "courier";">"Te escribo por lo que hablamos hace unos meses acerca del <span class="il">libro</span> que quería escribir sobre analítica de datos y que os “ofrecía”. Pues resulta que ya lo he terminado <img alt="😃" class="CToWUd" data-goomoji="1f603" data-image-whitelisted="" src="https://mail.google.com/mail/e/1f603" style="margin: 0px 0.2ex; max-height: 24px; vertical-align: middle;" />" </span></font></div></blockquote><div></div><div><br /></div><div><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQ66OK8cZW0wABkZlZsAvCC4-p5B_0oYROJ3XOi_wl7EwVjpdSrK0lUWuoon-TeixVH4dneTI0wpqLoyWIJ_ojyQUZGSTrBu1BeNcwkOpz-GdxI66GIHoyRY1qKkUv7dSyOBy_/s300/libros-logotipo.jpg" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"></a>La idea inicial era haberlo autopublicado y presentado en la escuela de startups que se celebraba en Octubre... pero como suele ocurrir en estos casos, llegó la vida: picos de trabajo por ambas partes, navidades... y COVID. <br /></div><div><br /></div><div><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQ66OK8cZW0wABkZlZsAvCC4-p5B_0oYROJ3XOi_wl7EwVjpdSrK0lUWuoon-TeixVH4dneTI0wpqLoyWIJ_ojyQUZGSTrBu1BeNcwkOpz-GdxI66GIHoyRY1qKkUv7dSyOBy_/s300/libros-logotipo.jpg" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="300" data-original-width="300" height="98" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQ66OK8cZW0wABkZlZsAvCC4-p5B_0oYROJ3XOi_wl7EwVjpdSrK0lUWuoon-TeixVH4dneTI0wpqLoyWIJ_ojyQUZGSTrBu1BeNcwkOpz-GdxI66GIHoyRY1qKkUv7dSyOBy_/w98-h98/libros-logotipo.jpg" width="98" /></a>En el interim nos dimos cuenta de que podíamos trabajar con otro partner, ya relacionado indirectamente con Tetuan Valley: <a href="https://libros.com/crowdfunding/todo-cuenta/" target="_blank">Libros.com</a>, la plataforma de mecenazgo de libros. Yo ya conocía a Roberto, su CEO, desde hacía años. Es lo que tiene cometer la locura de sacar una, y luego dos, <i>startups</i> en el mundo editorial :) Y me encantaba lo que habían construido. Así que Tetuan Valley decidió comenzar a trabajar con ellos, ya con Íñigo como nuevo CEO y con esa distancia social del confinamiento que no ha impedido que avanzásemos tan rápidamente como nos era posible.</div><div><span><br /></span></div><div><span>Y el resultado es <a href="https://libros.com/crowdfunding/todo-cuenta/" target="_blank">esta campaña</a> que, en el momento en que escribo esto, está a punto de llegar a su objetivo fijado. En apenas cuatro días. Y aunque todavía pueda equivocarme, seguramente consigamos el objetivo en breve. ¿Por qué? Creo que hay varias razones:</span></div><div><ul style="text-align: left;"><li><span><b>El proceso de Libros.com</b>. Es muy interesante cómo la experiencia de este equipo se plasma en observaciones muy concretas, pasos de mucho sentido común... y resultados muy muy similares a lo esperado. Parece que los primeros días han sido mejores de lo esperado, pero con una curva y evolución similar. Además de que es un proceso innovador que llama la atención a un tipo de público concreto. Y trabajar con Guillermo y Miguel Ángel es, realmente, un placer.<br /></span></li><li><span><b>La comunidad de Tetuan Valley</b>. Es increíble lo que una comunidad como Tetuan Valley aporta. Gente comprometida, desprendida y siempre con ganas de ayudar. Tanto en la elaboración del libro como en el empuje posterior, ha sido bestial. Íñigo, Sergio y Teresa han empujado a tope. <br /></span></li><li><span><b>La temática del libro</b>. La analítica de datos da miedo. Todo el mundo dice que es necesario medir, pero lo difícil es ponerse. Y no hay tanta literatura más allá de manuales de productos.</span></li></ul><div><br /></div><div>En otro artículo comentaré cómo fue el proceso de escritura del libro, pues tuvo aspectos algo inusuales que pueden ser de interés. Pero prefiero que ese artículo también incluya detalles sobre el proceso de edición... ¡¡¡pues eso significará que lo hemos conseguido!!!</div><div><br /></div><div><b>¿Te animas? <a href="https://libros.com/crowdfunding/todo-cuenta/" target="_blank">Hazte mecenas del libro en Libros.com</a></b></div><div><br /></div><div></div><div><br /></div></div><div><br /></div><div><span>Photo by <a href="https://unsplash.com/@impatrickt?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Patrick Tomasso</a> on <a href="/s/photos/book?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div><div><br /><br /></div></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-55847243043377013282020-05-26T11:00:00.004+02:002020-05-26T11:00:17.201+02:00This is what happens when you are teaching a course about societal trends, and COVID enters the scene<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgF_OxXO8TqeqNkRiegg1L9UZk4tkpIcib3qAnCAX_gM8bg6cOkQrrEMV1sBWkYXgiLmDmapu5Y6qlGj2jeXSIauhZMusvnCZDa8w4XE0DPFJ8If5ZVGcg0BZYkNAZqzSpumYo3/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="4000" data-original-width="6000" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgF_OxXO8TqeqNkRiegg1L9UZk4tkpIcib3qAnCAX_gM8bg6cOkQrrEMV1sBWkYXgiLmDmapu5Y6qlGj2jeXSIauhZMusvnCZDa8w4XE0DPFJ8If5ZVGcg0BZYkNAZqzSpumYo3/w640-h426/odenike-olanrewaju-t0ibG1H0jGo-unsplash.jpg" width="640" /></a></div><div><br /></div><div><br /></div><div>As <a href="http://www.loscuentosdelabuelo.com/2020/03/crafting-digital-mindset-course-behind.html" target="_blank">I have mentioned in a previous post</a>, I have been teaching <a href="https://www.nebrija.com/carreras-universitarias/asignaturas-interdisciplinares/digital-mindset.php" target="_blank">a course about Digital Mindset</a> during this second semester. An interdisciplinary course where students from different majors came to, in a relaxed setting, learn and talk about the different societal and cultural trends that are happening and the role that digital has for good and for bad.</div><div><br /></div><div>And COVID happened.</div><div><br /></div><div>Just a few days ago, as I was starting to review the final assignment deliveries from my students, one of them mentioned something that I had honestly not realized until that moment: how relevant all course topics are under this "new normal" we are starting to accept. <br /></div><div><br /></div><div>I have no merit in this. What the COVID-19 crisis has done is to increase and accelerate the changes that were already happening at a slower pace. But it is nonetheless interesting to me how much the conversations we had just a few weeks ago had been incredibly amplified. <br /></div><div><br /></div><div>There were six units in this course. I won't talk about Unit 5 as it was a special unit regarding COVID which kind of comprised everything I have written here. But let's take a look at the rest. <br /><div><br /></div></div><div><br /></div><div style="text-align: left;"><h2><a href="http://www.loscuentosdelabuelo.com/2020/03/teaching-digital-mindset-course-new.html" target="_blank">Unit 1: New digital media content</a> </h2></div><div>In many eastern and western countries around the world, citizens have been spending most of their time at home. No restaurants, no outdoor sports, no nothing. So we have taken the safe route of... watching Netflix. And it has been a clearly successful route for them, <a href="https://www.businessinsider.com/coronavirus-crisis-propels-netflix-to-record-growth-2020-4?IR=T" target="_blank">as the linked article</a> and the image below show. <br /></div><div><br /></div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm_PG9w8SVzbvI7vuAPtIyY0REfp1lxY4gAhd5ysXz45R6SYbwqXwxhBkrsjXzTF-Aa_iCcVvwxTlbmw3Isbg1lOtNrOcKCvepw_GkHkFspNgaZvh3glGNc8uDfTKAHzGiUc45/" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="942" data-original-width="1170" height="516" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm_PG9w8SVzbvI7vuAPtIyY0REfp1lxY4gAhd5ysXz45R6SYbwqXwxhBkrsjXzTF-Aa_iCcVvwxTlbmw3Isbg1lOtNrOcKCvepw_GkHkFspNgaZvh3glGNc8uDfTKAHzGiUc45/w640-h516/Screenshot+2020-05-15+22.04.18.png" width="640" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;"><br /></td></tr></tbody></table><div><br /></div><div>And Disney+ was launched in some countries in Europe around the time we were starting to wonder what else to watch. <a href="https://www.theverge.com/2020/4/8/21214236/disney-plus-50-million-subscribers-international-europe-india-netflix" target="_blank">The results were undeniable</a>. <br /></div><div><br /></div><div style="text-align: left;"><h2><a href="http://www.loscuentosdelabuelo.com/2020/03/teaching-digital-mindset-course-new_19.html" target="_blank">Unit 2: The future of work</a></h2></div><div>At the class we also discussed how the workforce distribution had been changing during the latest years. The liquid economy was growing. Now this is in jeopardy: will the new normal force more people become freelances and entrepreneurs? Or will a shrinking economy make small companies bite the dust, with the biggest companies becoming even bigger? This, we do not know yet. But we do know that remote work is here to stay. Huge corporates that were even against remote work <a href="https://www.gartner.com/en/newsroom/press-releases/2020-04-03-gartner-cfo-surey-reveals-74-percent-of-organizations-to-shift-some-employees-to-remote-work-permanently2" target="_blank">have now been forced to accept, and then embrace, this new way of working and collaborating</a>. It has been a shock plan, and whoever thinks we have learnt how to do it, has clearly no kids, elder parents or other responsibilities <a href="https://news.stanford.edu/2020/03/30/productivity-pitfalls-working-home-age-covid-19/" target="_blank">to deal with while working 9x5 from home</a>. <br /></div><div><br /></div><div><br /></div><div style="text-align: left;"><h2><a href="http://www.loscuentosdelabuelo.com/2020/03/teaching-digital-mindset-course.html" target="_blank">Unit 3: The future of education</a></h2></div><div>Then we went on to talk about how education would be affected by new technologies. Again, this course does not put technology in the middle of the discussion. It puts society and culture there, and sees how technology affects the overall context. COVID again becomes the example of this: suddenly, <a href="https://www.unicef.org/coronavirus/keeping-worlds-children-learning-through-covid-19" target="_blank">all universities, high schools and schools were forced to switch to online-only in a matter of days</a>. There were some colleges and business schools who were perfectly prepared, who had invested for years in digital offices and online/blended courses. These were able to switch from one day to the next, and had technologies and best practices ready to help those teachers who were not ready at that time. Other Higher Education institutions, and most primary and seconday education schools were NOT ready at all. But they also were able to quickly select tools and copy best practices to at least give their students a chance to continue with their studies. I have seen the efforts done by some institutions and I have to say it's been amazing. But it comes with a cost: untested tools, bad practices all over the place (overteaching, wrong estimate of the effort required, which leads to teacher burnouts, etc.) <a href="https://www.weforum.org/agenda/2020/05/how-covid-19-is-sparking-a-revolution-in-higher-education/" target="_blank">Some strategists foresee a huge impact on Higher Education</a> in terms of fewer students, specially international ones, and a move towards online. <br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://philonedtech.com/revised-outlook-for-higher-eds-online-response-to-covid-19/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" target="_blank"><img border="0" data-original-height="1333" data-original-width="2186" height="390" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVbX2xtanBi-bSxnVNkxQCWDDAt7cEnRtCAVnLSv8hcEXmn9rgm8z5f7z2U9lXah7lc1m0Qvy5xao1w7VyeSW7KkFmg2Zd061e9hdxg4-mncq4okmPLzgbqVTnuN_VVX40myVW/w640-h390/OnlineLearningAdoptionCOVID-20200331-1.jpg" width="640" /></a></div><div><br /></div><div><br /></div><div style="text-align: left;"><h2>Unit 4 and 6: Development of digital products and AI/Quantum Computing<br /></h2></div><div>The last session before the quarantine started in Spain, and the last one before the end of the course were about understanding how digital products are built. Not many people outside of the industry actually know the complexity of building digital products. Not being "physical" means for many people that they should be cheaper and easier to build. While the first part is actually true, building global tools is still extremely expensive in net terms, since these products need to serve millions, even billions of users around the globe. But the second part is absolutely false, as anyone who has been forced to find a bug in a digital product with hundreds of thousands or millions of lines of code. As, I believe, Bill Gates said once, a digital product is an engineering feat. <br /></div><div><br /></div><div>Building digital products to fight COVID has also been at the forefront of the news. Controversies about data privacy and t<a href="https://spectrum.ieee.org/the-human-os/biomedical/devices/covid19-digital-contact-tracing-apple-google-mit-tests-validity" target="_blank">he intentions behind some initiatives</a>, even about how different societies handle these issues, have filled the thoughts of many of us during these weeks. The balance between helping governments trace COVID infections while minimizing the threats underlying the access to personal data will be around us for many months and years after this. And it is teaching many people about how technology itself is not useful, since it is already embedded in our society, with its rules and regulations. <br /></div><div><br /></div><div>Another topic has also been in the news in a constant way: how useless advanced data manipulation algorithms, such as advanced statistics or even AI, are, <a href="https://www.ie.edu/business-school/news-and-events/whats-going-on/big-data-artificial-intelligence-can-help-covid-19/" target="_blank">if the data quality is low</a>. In Spain, each region has been providing infection and disease information in different formats and with different definitions, converting deep analysis in something beyond challenging. Many people, with their best intentions, have tried to build prediction models. It's been proven almost impossible except in some specific and short-term cases. Again, we have now learnt that AI will be as strong as the data quality behind it. <br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://datacatalog.open.denodo.com/denodo-data-catalog/Home#eyJtYWlubWVudSI6eyJjdXIiOiJob21lIn19" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" target="_blank"><img border="0" data-original-height="918" data-original-width="2014" height="292" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiNCozfic_Iha9NYAhYvV9zV9V3tOJdY-LzP2oiymsjxxAmmuffkHkhfGtyQC4oCzq3XzY1h467U3-u3eqAisYdRaYwP6Z-l6YodT-YYGXgM4FPy85-cz4t11b6RXaS3NxAqNDk/w640-h292/Screenshot+2020-05-15+22.47.32.png" width="640" /></a></div><div><br /></div><div><br /></div><div>So it seems our society is upside down. Whether this will be a small bump in our journey or a life-changing event, time will tell. But having had to think about these issues just a few weeks before it happened has caused an, to me, interesting reflection about where we are going. <br /></div><div><br /></div><div><br /></div><div><div class="_3bJ2H CHExY"><div class="_1l8RX _1ByhS"><span>Photo by <a href="https://unsplash.com/@larrybryant941?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Odenike olanrewaju</a> on <a href="https://unsplash.com/t/covid-19?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div></div></div><div><br /></div><div><br /></div><br /><div><br /></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-37346209303732697202020-05-19T11:00:00.062+02:002020-05-19T11:00:02.098+02:00How to teach Reading Analytics - an attempt<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjN1xZaoIp0rOtmwz8J1Yth-gmhGJu6XXldimGYjhSnzpEBqgD-eCC8jGHPReMcp9PtImD-3-jWEneFK4rOjSwCh33VpCaGxLr9HCITa_o195kdV2XdWftX40Qvojd8TA_5cirr/" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1448" data-original-width="2172" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjN1xZaoIp0rOtmwz8J1Yth-gmhGJu6XXldimGYjhSnzpEBqgD-eCC8jGHPReMcp9PtImD-3-jWEneFK4rOjSwCh33VpCaGxLr9HCITa_o195kdV2XdWftX40Qvojd8TA_5cirr/w640-h426/stefan-spassov-hkN2Zde2ga4-unsplash.jpg" width="640" /></a></div><div><br /></div><div></div><div>In a few days I will be teaching a course about a topic I have been deeply involved since a while ago, typically known as Reading Analytics. <br /></div><div><br /></div><div>Reading Analytics has been around my professional life since I co-founded <a href="https://www.24symbols.com/" target="_blank">24symbols</a>. From the very start we provided publishers with a simple (but at that time, unheard of from other book retailers) dashboard with data and graphs about how our users read each publisher's catalog. It was probably too soon and not many publishers were ready to learn and take advantage of data. But we could see, as time went by, the need was growing.</div><div><br /></div><div>At the same time, and due to my teaching side, I was seeing how the trend towards online and blended learning required more and more information about how students behaved while the course was running. When teaching in a physical class, I can always see how people react to what I am teaching and the way I choose to do it. Are people bored? Interested? Sleeping? But when I teach online, the segments are more difficult to handle: <br /></div><div style="text-align: left;"><ul style="text-align: left;"><li>The top 20% students are easy to see. They participatte in the video conferences, access the thread discussions quickly, etc.</li><li>The bottom 20% students are also easy to find. They do not log in, do not participate, do not access the documentation in time, etc.</li><li>However, what happens with the remaining 60%? I never know. They log in but seldom participate. The access the thread discussions and sometimes participate, but sometimes not. Are they having any issues? Can I help them anyway? <br /></li></ul><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpsQf2w1tJgcFAmZ6Jldcn0qw-e7mBxgSo9TIuoZw4YyomqcdzoabwFu8HgWhELwyeSpuXzjyG1lXgaGpqYXyCDy_9ygyZyyNmujdWooX8qcUnXi__tjMwJn1X8NVupAD7vR28/" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1348" data-original-width="2028" height="266" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhpsQf2w1tJgcFAmZ6Jldcn0qw-e7mBxgSo9TIuoZw4YyomqcdzoabwFu8HgWhELwyeSpuXzjyG1lXgaGpqYXyCDy_9ygyZyyNmujdWooX8qcUnXi__tjMwJn1X8NVupAD7vR28/w400-h266/Screenshot+2020-05-10+23.54.59.png" width="400" /></a></div><div><br /></div><div><br /></div><div>With both thoughts on our minds, we decided <a href="https://quantifiedreading.com/" target="_blank">to build a product</a> that could help companies and institutions grasp a better understanding of how the users, patrons or students read in order to provide them a better service. The path has been really interesting.</div><div><br /></div><div>When Daniel Suárez, CEO and incredible mind behind <a href="https://zapiens.ai/" target="_blank">Zapiens</a> asked me to be a teacher at <a href="https://www.teamlabs.es/en/master-en-facilitacion-del-aprendizaje-e-innovacion" target="_blank">Mondragon University's Master's Degree on Learning and Innovation</a>, and focus my part on Reading Analytics as a subset of the module on People Analytics, I found myself on the challenge of organizing a topic that, up to where I know, had not been taught before in this context. There was no structures from previous courses I could use. I could only obtain help from the academic work and what my partners and I had learnt in the past years. <br /></div><div><br /></div><div>The result is a five-day course that will introduce that fascinating concept of "reading". <br /></div><br /><h2>Unit 1 - Theory of reading</h2><div>The first unit is about the theory of reading. While this requires a whole course by itself, here we will just oversee the basic elements of what we currently understand as reading: decoding and reading comprehension; word, sentence and discourse; etc. And all in a practical approach, with examples and exercises taken from the best bibliography (e.g. <a href="https://www.24symbols.com/book/espanol/daniel-cassany/laboratorio-lector---para-entender-la-lectura?id=3031492&locale=en" target="_blank">"Laboratorio Lector"</a> by Cassany) I was able to find while studying <a href="https://www.researchgate.net/publication/254282574_Effective_Practices_for_Developing_Reading_Comprehension">this fascinating topic</a> myself. <br /></div><br /><h2>Unit 2 - Neurology of reading</h2><div>Again, a unit that would take a whole master's degree by itself. While one may have a thorough understanding of what reading implies to a person and all the data-related topics we will see before, I belong to a school of thought that tries to understand where things actually come from. In the case of reading, there are still many things we do not know, but there are also some great books that explain where we stand now. Here we will start by <a href="http://rosavisionenglish.blogspot.com/2008/05/what-is-vision-its-importance.html" target="_blank">differentiating between visual acuity and seeing well and correctly</a>. And then we will briefly cover how our brain works when we see by using notes from <a href="https://www.theguardian.com/books/2008/apr/12/featuresreviews.guardianreview21" target="_blank">the wonderful book Proust and the Squid, by Maryanne Wolf</a>. <br /></div><div><br /></div><div style="text-align: left;"><h2>Unit 3 - Traditional reading analysis</h2></div><div>Now we start getting into the gist of it. How have researchers and companies been able to analyze how we read until now? Even in the digital age, reading analysis has been poorly done. Some researchers have been able to advance the state of the art due to herculean efforts (like the ones shown in <a href="https://www.researchgate.net/publication/330363367_Reading_from_paper_compared_to_screens_A_systematic_review_and_meta-analysis" target="_blank">this metaanalysis of studies comparing screen and print reading</a>) but unfortunately reading analytics has not gone, for quite a long time, much further than reading speed and the like. However, there are still some interesting things we can do at this stage, as shown by, for instance, <a href="https://medium.com/data-lab/mediums-metric-that-matters-total-time-reading-86c4970837d5" target="_blank">this interesting article from Medium</a> that explains how this blogging system tried to understand reading behavior to improve their own systems. <br /></div><div><br /></div><div style="text-align: left;"><h2>Unit 4 - Reading behavior analysis</h2></div><div>And finally we get where we stand today and the reason this course is finally being taught. The mixture of technology, books, data and (as we will see in the last unit) ethics brings a great opportunity in terms of understanding how and why people read. This brings many challenges, some red lines, but also many opportunities: how to engage people to reading (and therefore, to critical analysis); how to better server your customers if you are a publisher, a library, or your students if you are a professor in university or a teacher in middle school and high school. There have been too many years where students and readers have been treated as a black box. Many attempts have been tried to make people read more and better, but not many of them tried to see how they were actually reading.</div><div><br /></div><div style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidzyxTfHd6JmEnlZa9azmOaY3qsSyFxul5XRqg9oJ3PS9Sn0BFXZBzjiyrNFYCV3IsVqu8Ea24FQo9InL0O10rG1zJT1VmPcli90m4Qnf-QM_9JTqpnJgp7ui76YrK8AM1Esza/"><img border="0" data-original-height="1450" data-original-width="2106" height="440" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEidzyxTfHd6JmEnlZa9azmOaY3qsSyFxul5XRqg9oJ3PS9Sn0BFXZBzjiyrNFYCV3IsVqu8Ea24FQo9InL0O10rG1zJT1VmPcli90m4Qnf-QM_9JTqpnJgp7ui76YrK8AM1Esza/w640-h440/Screenshot+2020-05-12+18.26.44.png" width="640" /></a></div><div><br /></div><div><br /></div><div>I have been involved in changing this at <a href="https://quantifiedreading.com/" target="_blank">Quantified Reading</a>, providing reading analytics to educational institutions, publishers and other industries so they can better server their users and customers alike. The learnings throughout this epic journey is what I will try to explain here. <br /></div><div><br /></div><div style="text-align: left;"><h2>Unit 5 - Technology, psychology and ethics</h2></div><div>What I probably love the most about reading analytics is that it is mixture of so much cool stuff at the service of books and readers: technology, data and psychology. This last unit, in a summarized way, tries to show the state of the art for these: <br /></div><div><ul style="text-align: left;"><li><b>Technology</b>: mobile app technology is the best current way to obtain reading data from a statistically significant volume of readers. But there are other things that are being built. <a href="https://www.researchgate.net/publication/321072250_Behaviour_state_analysis_through_brain_computer_interface_using_wearable_EEG_devices_A_review" target="_blank">Some are too early for everyone to use it</a>. Some are totally available but <a href="https://developer.apple.com/documentation/vision/tracking_the_user_s_face_in_real_time" target="_blank">we still do not know whether they should be used or not</a>. <br /></li><li><b>Data</b>: the ability to manage gigabytes like nothing has changed the culture of data-intensive products. But at the same time, most customers have very simple (but critical) needs. We should not just forget about the low-hanging fruits that good, advanced data analysis may provide. Deep Learning is cool, but how many readers do we need for it to actually work? This requires very specialized people that actually understand data in different scopes: from the huge gigabytes of reading behavior to the small data related to how the metadata of a book informs us of some special characteristics we previously did not realize. <br /></li><li><b>Psychology</b>: in some cases, reading is an engagement game. The author tries to engage the reader with language, action or settings. The reader wants to be engaged... but what if it just doesn't work? What if our current context-switching life is taking us to Netflix? A great movie is just... great. But aren't we missing the advantages and pleasures of a long reading session at home? In some cases, technology can be a crucial role in engaging readers. I am a believer that current reading technology does not help add, but remove, reading fans. But that can change, and behavioral psychology may help on that. <br /></li><li><b>Ethics</b>. Last but not least at all. If something has changed in the last couple of years has been our understanding of how privacy affects us all in this online world. Therefore, anything that smells like "obtaining data from me" is a no-no. How can we make good use of reading data without compromising the values and the law? This is where ethics comes into play (and for instance, the reason why <a href="https://quantifiedreading.com/index.php/ethics/" target="_blank">Quantified Reading has an Ethics statement from day 1</a>). <br /></li></ul></div><div><br /></div><div>If I am able to keep my students awake after these days, I hope they will have learnt where we stand in terms of reading analytics, and all the amazing possibilities there are. And I will have learnt from them for sure. <br /></div><div><br /></div><div><br /></div><div><br /></div><div><div class="_3bJ2H CHExY"><div class="_1l8RX _1ByhS"><span>Photo by <a href="https://unsplash.com/@stefanspassov?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Stefan Spassov</a> on <a href="https://unsplash.com/s/photos/read-tablet?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div></div></div><div><br /></div><div><br /></div><div><br /></div></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-71278207564483604812020-05-12T11:00:00.001+02:002020-05-12T11:00:06.463+02:00Some books that I have read around Product Management in the last few years<div>Once in a while I like to talk about the books (<a href="http://www.loscuentosdelabuelo.com/2009/06/algunos-de-los-mejores-articulos-que-he.html" target="_blank">and articles</a>) that I have enjoyed reading while learning the craft of Product Management. A few years ago I compiled some of the most interesting to me in three articles, each of them focused on the three main areas of PM: <a href="https://www.24symbols.com/24stories/en/product-books-part-1-idea/" target="_blank">Idea</a>, <a href="https://www.24symbols.com/24stories/en/product-books-part-2-product/" target="_blank">Product</a> and <a href="https://www.linkedin.com/pulse/learn-how-greatest-products-built-18-amazing-books-part-justo-hidalgo-1f/?published=t" target="_blank">Business</a>. This simplification of areas also served me as the name of my book, published now three years ago, about the topic. <br /></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://www.librosdecabecera.com/idea-producto-y-negocio" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" target="_blank"><img border="0" data-original-height="500" data-original-width="330" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhGcelBKt4XIzURG0OGsjp7D285inU2TGuaVGJlCgzdYPeebvVXY-kJYSGT7p2KIowdBrD_1XDUUYfRoUjtT_qxRmoiu_-nG3BXq0HDpXbfkF2A-Q_enAOFuy7VCKYUx1AAgk-C/s320/41EzCy0yZWL.jpg" /></a></div><div><br /></div><div><br /></div><div>Beyond that, I wanted to share a few ongoing images I typically use in my talks about product management. Initially, it was just one slide with the forty most interesting books I have read. However, the list has grown now so now I have three slides, one for each area. The design is, I know, horrible, but I continue adding (and removing) books, so I decided to leave it like that. <br /></div><div><br /></div><div>These are all books I have found some value from. In some cases, like most of the biographies, it's just some jewel or some understanding of what that founder did to achieve success or avoid failure. In others, I may have tens of pages of notes full of insights. But all were useful.</div><div><br /></div><div>This is the list of books for ideation: <br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7g4qzM6filWSSQ8kMmWU1Kltan7JSGX7mrj4u8ftYODVKisAC2QLbhAX_UuyrYqNTRbAKuchW0WEQ1sfkD9-xxAZZ02kWgu1RBx7a2qfgADf980iVp5PujAuoPxsOe06P1j81/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1362" data-original-width="2132" height="309" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj7g4qzM6filWSSQ8kMmWU1Kltan7JSGX7mrj4u8ftYODVKisAC2QLbhAX_UuyrYqNTRbAKuchW0WEQ1sfkD9-xxAZZ02kWgu1RBx7a2qfgADf980iVp5PujAuoPxsOe06P1j81/s320/Screenshot+2020-05-09+22.44.47.png" width="486" /></a></div><div><br /></div><div><br /></div><div>This is the list of books for product management, design and development: <br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh9Kze5rrAqr2JjqSxeNlfk4a2zB9Mtix0KTLr_uoaMwbVs9q7aofRscbfJ3FGRt0sLACZuIL6o75Ztu5GIA3LNpQGO6qVsrBimqyXYgxk0YR4pLRE3xBOqr8av5RY8yJRkhp8J/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1588" data-original-width="2130" height="364" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh9Kze5rrAqr2JjqSxeNlfk4a2zB9Mtix0KTLr_uoaMwbVs9q7aofRscbfJ3FGRt0sLACZuIL6o75Ztu5GIA3LNpQGO6qVsrBimqyXYgxk0YR4pLRE3xBOqr8av5RY8yJRkhp8J/s320/Screenshot+2020-05-09+22.44.57.png" width="489" /></a></div><div><br /></div><div><br /></div><div>This is the list of books for the business side: <br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkkrhKk8BGuFQAXI7BZaDxZTxaq-FBdXrkQn98YivpfeL6YqHDJ5Ug1Nr5YJKigh1Ylo5AVX-m6ecGqEZkoxxT9lFL_JaCqQurvhwNxb4rVvUkxAXl7zMgx4xEJh2F_LIL_Kwm/" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1258" data-original-width="2138" height="286" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjkkrhKk8BGuFQAXI7BZaDxZTxaq-FBdXrkQn98YivpfeL6YqHDJ5Ug1Nr5YJKigh1Ylo5AVX-m6ecGqEZkoxxT9lFL_JaCqQurvhwNxb4rVvUkxAXl7zMgx4xEJh2F_LIL_Kwm/s320/Screenshot+2020-05-09+22.45.09.png" width="488" /></a></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div><div><br /></div>Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-60302757973326063552020-05-05T11:00:00.000+02:002020-05-05T11:00:10.496+02:00Drawing as a way to understand advanced topics<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgs2cMPzC4GlEEh-KXpy8SKF0_QAjntvHoWCt_qawXuAfbEzrCt6SXd_7H32cYfNzgKZoleoINqthH6iLAA3-gtITtOagyEc-0LUwYSxCJt2Y4SDQKiluMZQh03tO7TjaPswCEF/s1600/2019-03-21+19.04.08.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" data-original-height="1600" data-original-width="1200" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgs2cMPzC4GlEEh-KXpy8SKF0_QAjntvHoWCt_qawXuAfbEzrCt6SXd_7H32cYfNzgKZoleoINqthH6iLAA3-gtITtOagyEc-0LUwYSxCJt2Y4SDQKiluMZQh03tO7TjaPswCEF/s640/2019-03-21+19.04.08.jpg" width="480" /></a></div>
<br />
<br />
I have always loved drawing. When I was an 8-9 year-old kid and I had to spend the summer at my parents' driving school while they were working, I could spend the whole morning drawing sheet after sheet. I was into the world of superheroes, so I invented my own supergroup. I even published my own comicbook while at school... meaning, I xeroxed it and sold it to friends :)<br />
<br />
Most of my assignments at school while at junior high had cartoons all over them. I still remember the face of my history teacher when I delivered an assignment about Philip II, King of Spain, where each "character" in the story was drawn. From the King to Antonio Pérez.<br />
<br />
Then, life came, and I stopped drawing. I continued drawing some basic cartoons that were used when signing a birthday card or the like. But I just basically forgot about it.<br />
<br />
Around five years ago I went to give a talk to Cáceres, in Extremadura, Spain. During that talk, one of the organizers seemed to be busy doing some writing in his iPad, but didn't quite see what he was doing. A few days later, he published it on Twitter.<br />
<br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://twitter.com/oyabun/status/652093577489711104"><img border="0" data-original-height="1137" data-original-width="1600" height="454" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhulVWLMkVHSvC5mN5p9tY2q4bX3n0skUZs-FLyL3fzUMRRBGuxslrYdZUO3Rt4y9QTdZ0FO9Jvilx5yUxKqNOUecNWyzc7z2LGl7_QXjVW-OrXlacZ-kXFqaSVCO3GVH81gPqY/s640/CQyzpqUWUAA55Z6.jpeg" width="640" /></a></div>
<br />
<br />
This type of sketchnoting, when people draw what someone is talking about at a conference, course, etc., was not new to me. Back in 2013 I had organized the recording of a live sketchnoting session for 24symbols in the context of a TV program we were participating at that time. I am still quite proud of the work done :) However, it was a great artist who executed the drawing, not me, so I did not find any excuse to go back to my roots.<br />
<br />
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/5699WglGzX8" width="560"></iframe>
<br />
<br />
The organizer of the talk, Javier Alonso, came back to my life a couple of years later, in 2018, as he started to teach <a href="https://dibujandocharlas.com/">HOW to start drawing while taking notes</a>. I found it very interesting and, breaking my internal law of not attending events on the weekends, I spent a full day with a good bunch of really interesting people and learning from Javier how to make the most of a talk by drawing it. I really enjoyed it and while the initial results were so-so, I started to think about how to make the most of what I just learned.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://twitter.com/justohidalgo/status/987758037808140293"><img border="0" data-original-height="1600" data-original-width="1200" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0BEYS574inErEFRwqeM5A9QA60eOL2YWb9QKT4dwBv0Ki6amSGicQOhG9kj_6jSmbGYYsCPfAWduqxn411VcCGgIThvX_l8sy1RuJO0i2bQMgeRvI-BYoYsNsMzHsfh3GQuEE/s320/DbU4sKGXkAM7iHi.jpeg" width="240" /></a></div>
<br />
<br />
<br />
I was not that interested in sketchnoting. When I attend a talk, I prefer to either just listen to it, or take mindmaps. And I am not a quick cartoonist anymore, so I would always lose context.<br />
<br />
But there was something I was already doing: draw my own presentations. While at 24symbols, there were some cases where, instead of using our standard slides, I would just go crazy and draw 5-6, even a whole presentation deck. Typically in relaxed environments where audience just wanted to know a little bit more about what we were doing and our story.<br />
<br />
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/b3KJlZC4K44" width="560"></iframe>
<br />
<br />
<br />
So with this in mind I evolved my interest in drawing to a new topic: what if I started to take visual notes of books I read? I mostly read non-fiction books and I take notes of what I read whenever something pops up.<br />
<br />
And that's what I am doing. Since 2018, I am drawing visual notes around a topic, which is Behavioral Psychology. With <a href="https://www.amazon.es/Behave-Biology-Humans-Best-Worst-ebook/dp/B01A7YX4TW">Robert Sapolsky's Behave</a> as the root, but taking insights from many others, I am, little by little, crafting a set of notes around this topic. This is an almost never-ending process and I do not always find the time (like during our current confinement as I do not have the notebook and pens with me :( ) but I continue advancing and enjoying the walk!<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://www.amazon.es/Behave-Biology-Humans-Best-Worst-ebook/dp/B01A7YX4TW"><img border="0" data-original-height="500" data-original-width="326" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg9OMKn1ZfYjkbP-Miep-k_W25M_JwAqTcEh6NvH8FS4NlJmInzqMbaZKvlv5brYiLkKLrop6GEZToJf3UF9HdmgSZSx2SmLKssqZLGjVcGMs2lAg4Ld3MhyphenhyphenN26zZt-V9KuGBMT/s320/51CjTBRdzpL.jpg" width="208" /></a></div>
<br />
<br />
This has also been very useful when preparing courses. During the last couple of years I have been spending more and more time reading, thinking and experimenting around the concept of <a href="http://www.loscuentosdelabuelo.com/2020/02/mi-evolucion-traves-de-la-gestion-de.html">behavioral product management</a> and how to implement choice architectures when designing digital products. And, by following the rule that says that the best way to learn is to teach, <a href="https://www.adigital.org/eventos/la-transformacion-digital-mediante-la-psicologia-comportamental-madrid/">I have been teaching the topic in different business schools and organizations</a> since early last year. Having written these cartoons allow me to quickly craft visual explanations without losing the fun of doing it.<br />
<br />
<br />
By now, I have been able to draw about different topics. For instance, this drawing tried to explain the <a href="https://en.wikipedia.org/wiki/Decoy_effect">Decoy Price</a> in simple terms:<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFbUG5zL_Rr_KBiI3eN8oXy-PJC-zhlC0yF-ESGvVP57lnvVIvbdJmltJDOB3CYQXS6Wo3Jq8lAuYEaIbksoUb-KVfHkFkzJN_eZIFymZm677u6SlZz5dm-Hmnvhax1r2T1QzN/s1600/Picture1.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="758" data-original-width="995" height="243" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgFbUG5zL_Rr_KBiI3eN8oXy-PJC-zhlC0yF-ESGvVP57lnvVIvbdJmltJDOB3CYQXS6Wo3Jq8lAuYEaIbksoUb-KVfHkFkzJN_eZIFymZm677u6SlZz5dm-Hmnvhax1r2T1QzN/s320/Picture1.png" width="320" /></a></div>
<br />
From there I went a little deeper into some of our apparently irrational behaviors, which led me to concepts such as the <a href="https://en.wikipedia.org/wiki/Interoception">interoceptive information</a>.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh70_m6IKDaAQDbY0XqliJw2Mp1PrrJo8oxfPZx6SCv8TjsROHOsbZnxxyEW-8Jp1FZjbez1SpIlTGKjTPflujOgPI4alypJI36AQiM-uNL2hoZyCHYY862XRdhdE0lT1fEk6Mf/s1600/2019-03-21+19.06.04.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh70_m6IKDaAQDbY0XqliJw2Mp1PrrJo8oxfPZx6SCv8TjsROHOsbZnxxyEW-8Jp1FZjbez1SpIlTGKjTPflujOgPI4alypJI36AQiM-uNL2hoZyCHYY862XRdhdE0lT1fEk6Mf/s320/2019-03-21+19.06.04.jpg" width="240" /></a></div>
<br />
<br />
And I just recently finished a broad but challenging study about neurons and DNA in order for me to understand the gap between neuro and behavior.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgG56r5iqqXXzlqo9lO8cF-D3-zvElVqZ39iM4qWI_lwKcYhWxhQ1gOt2weBlo7vAixS0F8ybQPfOZ7PAqAq9m4zBK1XOR9UWAUzuTqAkaZnZBuT6P7SqJdOx-nLZ4OZj6_KEM3/s1600/2019-03-21+19.09.42.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1600" data-original-width="1200" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgG56r5iqqXXzlqo9lO8cF-D3-zvElVqZ39iM4qWI_lwKcYhWxhQ1gOt2weBlo7vAixS0F8ybQPfOZ7PAqAq9m4zBK1XOR9UWAUzuTqAkaZnZBuT6P7SqJdOx-nLZ4OZj6_KEM3/s400/2019-03-21+19.09.42.jpg" width="300" /></a></div>
<br />
<div class="separator" style="clear: both; text-align: center;">
<br /></div>
<br />
All in all, I have over 90 pages drawn, which, I would argue, is not a great pace but good enough to enjoy what I do.<br />
<br />
Hope you like it, let me know if you have good ideas around the concept of sketchnoting!<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br />
<br /></div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-29993066438020168422020-04-30T11:00:00.000+02:002020-04-30T11:00:11.713+02:00gatomalo somos nosotros<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://www.instagram.com/p/B9rLZk-JnBM/?utm_source=ig_web_copy_link"><img alt="https://www.instagram.com/p/B9rLZk-JnBM/?utm_source=ig_web_copy_link" border="0" data-original-height="1060" data-original-width="1196" height="566" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhcvHuePoMcwBe5VJCKJxOd27X2sgldRX_k_TYU68hYtlYIs0Bhyphenhyphenf781V9J2wleKFDELD5pi_mfOhjRKxVLVDkcbK1bdM1BAsxfS_zUzwMW3EnMGC43ZK6wWTOuiaLsOTSGeiFl/s640/Screenshot+2020-04-25+23.08.23.png" width="640" /></a></div>
<br />
En estos tiempos de pandemia, siempre es refrescante acercarse a las personas que convierten estos períodos en más interesantes (y no con el significado de la maldición china).<br />
<br />
<a href="https://www.instagram.com/p/B9rLZk-JnBM/">Mi amigo Óscar</a> es un artista. Lo es porque, desde que le conozco, hace die... vein... bueno, muchos años, el arte es lo que le ha acompañado. Y, por encima de todo, la pintura, el dibujo.<br />
<br />
Las primeras veces que ví sus dibujos fueron <a href="http://www.loscuentosdelabuelo.com/2011/02/arqueologia-web-mi-viejo-proyecto-idea.html">durante la aventura llamada I.D.E.A.</a> En ese protogrupo de experimentación, Óscar era nuestro dibujante. Transformaba nuestras locas historias en pequeños dibujos llenos de expresividad y humor.<br />
<br />
Más adelante, sus clases de dibujo y pintura nos permitieron ver su evolución: cuadros más inspiradores, técnicas más depuradas. Y un máster en diseño para volver a sus inicios pero de forma más profesional.<br />
<br />
<blockquote class="instagram-media" data-instgrm-captioned="" data-instgrm-permalink="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" data-instgrm-version="12" style="background: #fff; border-radius: 3px; border: 0; box-shadow: 0 0 1px 0 rgba(0 , 0 , 0 , 0.5) , 0 1px 10px 0 rgba(0 , 0 , 0 , 0.15); margin: 1px; max-width: 540px; min-width: 326px; padding: 0; width: 99.375%;">
<div style="padding: 16px;">
<a href="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank"> </a><br />
<div style="align-items: center; display: flex; flex-direction: row;">
<div style="background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 40px; margin-right: 14px; width: 40px;">
</div>
<div style="display: flex; flex-direction: column; flex-grow: 1; justify-content: center;">
<div style="background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; margin-bottom: 6px; width: 100px;">
</div>
<div style="background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; width: 60px;">
</div>
</div>
</div>
<div style="padding: 19% 0;">
</div>
<a href="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank"> </a><br />
<div style="display: block; height: 50px; margin: 0 auto 12px; width: 50px;">
<a href="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank"><svg height="50px" version="1.1" viewbox="0 0 60 60" width="50px" xmlns:xlink="https://www.w3.org/1999/xlink" xmlns="https://www.w3.org/2000/svg"><g fill-rule="evenodd" fill="none" stroke-width="1" stroke="none"><g fill="#000000" transform="translate(-511.000000, -20.000000)"><g><path d="M556.869,30.41 C554.814,30.41 553.148,32.076 553.148,34.131 C553.148,36.186 554.814,37.852 556.869,37.852 C558.924,37.852 560.59,36.186 560.59,34.131 C560.59,32.076 558.924,30.41 556.869,30.41 M541,60.657 C535.114,60.657 530.342,55.887 530.342,50 C530.342,44.114 535.114,39.342 541,39.342 C546.887,39.342 551.658,44.114 551.658,50 C551.658,55.887 546.887,60.657 541,60.657 M541,33.886 C532.1,33.886 524.886,41.1 524.886,50 C524.886,58.899 532.1,66.113 541,66.113 C549.9,66.113 557.115,58.899 557.115,50 C557.115,41.1 549.9,33.886 541,33.886 M565.378,62.101 C565.244,65.022 564.756,66.606 564.346,67.663 C563.803,69.06 563.154,70.057 562.106,71.106 C561.058,72.155 560.06,72.803 558.662,73.347 C557.607,73.757 556.021,74.244 553.102,74.378 C549.944,74.521 548.997,74.552 541,74.552 C533.003,74.552 532.056,74.521 528.898,74.378 C525.979,74.244 524.393,73.757 523.338,73.347 C521.94,72.803 520.942,72.155 519.894,71.106 C518.846,70.057 518.197,69.06 517.654,67.663 C517.244,66.606 516.755,65.022 516.623,62.101 C516.479,58.943 516.448,57.996 516.448,50 C516.448,42.003 516.479,41.056 516.623,37.899 C516.755,34.978 517.244,33.391 517.654,32.338 C518.197,30.938 518.846,29.942 519.894,28.894 C520.942,27.846 521.94,27.196 523.338,26.654 C524.393,26.244 525.979,25.756 528.898,25.623 C532.057,25.479 533.004,25.448 541,25.448 C548.997,25.448 549.943,25.479 553.102,25.623 C556.021,25.756 557.607,26.244 558.662,26.654 C560.06,27.196 561.058,27.846 562.106,28.894 C563.154,29.942 563.803,30.938 564.346,32.338 C564.756,33.391 565.244,34.978 565.378,37.899 C565.522,41.056 565.552,42.003 565.552,50 C565.552,57.996 565.522,58.943 565.378,62.101 M570.82,37.631 C570.674,34.438 570.167,32.258 569.425,30.349 C568.659,28.377 567.633,26.702 565.965,25.035 C564.297,23.368 562.623,22.342 560.652,21.575 C558.743,20.834 556.562,20.326 553.369,20.18 C550.169,20.033 549.148,20 541,20 C532.853,20 531.831,20.033 528.631,20.18 C525.438,20.326 523.257,20.834 521.349,21.575 C519.376,22.342 517.703,23.368 516.035,25.035 C514.368,26.702 513.342,28.377 512.574,30.349 C511.834,32.258 511.326,34.438 511.181,37.631 C511.035,40.831 511,41.851 511,50 C511,58.147 511.035,59.17 511.181,62.369 C511.326,65.562 511.834,67.743 512.574,69.651 C513.342,71.625 514.368,73.296 516.035,74.965 C517.703,76.634 519.376,77.658 521.349,78.425 C523.257,79.167 525.438,79.673 528.631,79.82 C531.831,79.965 532.853,80.001 541,80.001 C549.148,80.001 550.169,79.965 553.369,79.82 C556.562,79.673 558.743,79.167 560.652,78.425 C562.623,77.658 564.297,76.634 565.965,74.965 C567.633,73.296 568.659,71.625 569.425,69.651 C570.167,67.743 570.674,65.562 570.82,62.369 C570.966,59.17 571,58.147 571,50 C571,41.851 570.966,40.831 570.82,37.631"></path></g></g></g></svg></a></div>
<a href="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank">
<div style="padding-top: 8px;">
<div style="color: #3897f0; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: 550; line-height: 18px;">
View this post on Instagram</div>
</div>
<div style="padding: 12.5% 0;">
</div>
<div style="align-items: center; display: flex; flex-direction: row; margin-bottom: 14px;">
<div>
<div style="background-color: #f4f4f4; border-radius: 50%; height: 12.5px; transform: translatex(0px) translatey(7px); width: 12.5px;">
</div>
<div style="background-color: #f4f4f4; height: 12.5px; margin-left: 2px; margin-right: 14px; transform: rotate(-45deg) translatex(3px) translatey(1px); width: 12.5px;">
</div>
<div style="background-color: #f4f4f4; border-radius: 50%; height: 12.5px; transform: translatex(9px) translatey(-18px); width: 12.5px;">
</div>
</div>
<div style="margin-left: 8px;">
<div style="background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 20px; width: 20px;">
</div>
<div style="border-bottom: 2px solid transparent; border-left: 6px solid #f4f4f4; border-top: 2px solid transparent; height: 0; transform: translatex(16px) translatey(-4px) rotate(30deg); width: 0;">
</div>
</div>
<div style="margin-left: auto;">
<div style="border-right: 8px solid transparent; border-top: 8px solid #f4f4f4; transform: translatey(16px); width: 0px;">
</div>
<div style="background-color: #f4f4f4; height: 12px; transform: translatey(-4px); width: 16px;">
</div>
<div style="border-left: 8px solid transparent; border-top: 8px solid #f4f4f4; height: 0; transform: translatey(-4px) translatex(8px); width: 0;">
</div>
</div>
</div>
</a> <br />
<div style="margin: 8px 0 0 0; padding: 0 4px;">
<a href="https://www.instagram.com/p/BvpREZiAIaK/?utm_source=ig_embed&utm_campaign=loading" style="color: black; font-family: "arial" , sans-serif; font-size: 14px; font-style: normal; font-weight: normal; line-height: 17px; text-decoration: none; word-wrap: break-word;" target="_blank">Aprendiendo a ilustrar relatos infantiles. #elmagodeoz nunca pierde su encanto... 🦁🎃🤖🐕🐵 . Learning to ilustrate stories for children. #wizardofoz never lose its charm... . Realizado para el máster en Ilustración Digital de @cice_escuela . #ilustration #dreamingwithart @wacom #intuospro #latabletamola #thinkingdigital #photoshop</a></div>
<div style="color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; line-height: 17px; margin-bottom: 0; margin-top: 8px; overflow: hidden; padding: 8px 0 7px; text-align: center; text-overflow: ellipsis; white-space: nowrap;">
A post shared by <a href="https://www.instagram.com/olahozga/?utm_source=ig_embed&utm_campaign=loading" style="color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: normal; line-height: 17px;" target="_blank"> Oscar La Hoz Garcia</a> (@olahozga) on <time datetime="2019-03-30T19:49:47+00:00" style="font-family: Arial,sans-serif; font-size: 14px; line-height: 17px;">Mar 30, 2019 at 12:49pm PDT</time></div>
</div>
</blockquote>
<script async="" src="//www.instagram.com/embed.js"></script>
<br />
<br />
Ahora, cada semana, Óscar nos ofrece un personaje, <b>gatomalo</b>. gatomalo somos nosotros, los que vamos empujados por la corriente y apenas podemos remar lo suficiente para no quedarnos varados o perder el control. gatomalo está confinado, como nosotros. Y hace lo que hacemos nosotros: ve la tele, juega, lee, aprovecha los pocos copos de nieve que caen, aprovecha rayos de sol desde su ventana, se aburre, ... y nos permite reflexionar sobre lo que somos.<br />
<br />
<blockquote class="instagram-media" data-instgrm-captioned="" data-instgrm-permalink="https://www.instagram.com/p/B_X_S3Zj8tq/?utm_source=ig_embed&utm_campaign=loading" data-instgrm-version="12" style="background: #fff; border-radius: 3px; border: 0; box-shadow: 0 0 1px 0 rgba(0 , 0 , 0 , 0.5) , 0 1px 10px 0 rgba(0 , 0 , 0 , 0.15); margin: 1px; max-width: 540px; min-width: 326px; padding: 0; width: 99.375%;">
<div style="padding: 16px;">
<a href="https://www.instagram.com/p/B_X_S3Zj8tq/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank"> </a><br />
<div style="align-items: center; display: flex; flex-direction: row;">
<div style="background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 40px; margin-right: 14px; width: 40px;">
</div>
<div style="display: flex; flex-direction: column; flex-grow: 1; justify-content: center;">
<div style="background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; margin-bottom: 6px; width: 100px;">
</div>
<div style="background-color: #f4f4f4; border-radius: 4px; flex-grow: 0; height: 14px; width: 60px;">
</div>
</div>
</div>
<div style="padding: 19% 0;">
</div>
<a href="https://www.instagram.com/p/B_X_S3Zj8tq/?utm_source=ig_embed&utm_campaign=loading" style="background: #FFFFFF; line-height: 0; padding: 0 0; text-align: center; text-decoration: none; width: 100%;" target="_blank"> <div style="display: block; height: 50px; margin: 0 auto 12px; width: 50px;">
<svg height="50px" version="1.1" viewbox="0 0 60 60" width="50px" xmlns:xlink="https://www.w3.org/1999/xlink" xmlns="https://www.w3.org/2000/svg"><g fill-rule="evenodd" fill="none" stroke-width="1" stroke="none"><g fill="#000000" transform="translate(-511.000000, -20.000000)"><g><path d="M556.869,30.41 C554.814,30.41 553.148,32.076 553.148,34.131 C553.148,36.186 554.814,37.852 556.869,37.852 C558.924,37.852 560.59,36.186 560.59,34.131 C560.59,32.076 558.924,30.41 556.869,30.41 M541,60.657 C535.114,60.657 530.342,55.887 530.342,50 C530.342,44.114 535.114,39.342 541,39.342 C546.887,39.342 551.658,44.114 551.658,50 C551.658,55.887 546.887,60.657 541,60.657 M541,33.886 C532.1,33.886 524.886,41.1 524.886,50 C524.886,58.899 532.1,66.113 541,66.113 C549.9,66.113 557.115,58.899 557.115,50 C557.115,41.1 549.9,33.886 541,33.886 M565.378,62.101 C565.244,65.022 564.756,66.606 564.346,67.663 C563.803,69.06 563.154,70.057 562.106,71.106 C561.058,72.155 560.06,72.803 558.662,73.347 C557.607,73.757 556.021,74.244 553.102,74.378 C549.944,74.521 548.997,74.552 541,74.552 C533.003,74.552 532.056,74.521 528.898,74.378 C525.979,74.244 524.393,73.757 523.338,73.347 C521.94,72.803 520.942,72.155 519.894,71.106 C518.846,70.057 518.197,69.06 517.654,67.663 C517.244,66.606 516.755,65.022 516.623,62.101 C516.479,58.943 516.448,57.996 516.448,50 C516.448,42.003 516.479,41.056 516.623,37.899 C516.755,34.978 517.244,33.391 517.654,32.338 C518.197,30.938 518.846,29.942 519.894,28.894 C520.942,27.846 521.94,27.196 523.338,26.654 C524.393,26.244 525.979,25.756 528.898,25.623 C532.057,25.479 533.004,25.448 541,25.448 C548.997,25.448 549.943,25.479 553.102,25.623 C556.021,25.756 557.607,26.244 558.662,26.654 C560.06,27.196 561.058,27.846 562.106,28.894 C563.154,29.942 563.803,30.938 564.346,32.338 C564.756,33.391 565.244,34.978 565.378,37.899 C565.522,41.056 565.552,42.003 565.552,50 C565.552,57.996 565.522,58.943 565.378,62.101 M570.82,37.631 C570.674,34.438 570.167,32.258 569.425,30.349 C568.659,28.377 567.633,26.702 565.965,25.035 C564.297,23.368 562.623,22.342 560.652,21.575 C558.743,20.834 556.562,20.326 553.369,20.18 C550.169,20.033 549.148,20 541,20 C532.853,20 531.831,20.033 528.631,20.18 C525.438,20.326 523.257,20.834 521.349,21.575 C519.376,22.342 517.703,23.368 516.035,25.035 C514.368,26.702 513.342,28.377 512.574,30.349 C511.834,32.258 511.326,34.438 511.181,37.631 C511.035,40.831 511,41.851 511,50 C511,58.147 511.035,59.17 511.181,62.369 C511.326,65.562 511.834,67.743 512.574,69.651 C513.342,71.625 514.368,73.296 516.035,74.965 C517.703,76.634 519.376,77.658 521.349,78.425 C523.257,79.167 525.438,79.673 528.631,79.82 C531.831,79.965 532.853,80.001 541,80.001 C549.148,80.001 550.169,79.965 553.369,79.82 C556.562,79.673 558.743,79.167 560.652,78.425 C562.623,77.658 564.297,76.634 565.965,74.965 C567.633,73.296 568.659,71.625 569.425,69.651 C570.167,67.743 570.674,65.562 570.82,62.369 C570.966,59.17 571,58.147 571,50 C571,41.851 570.966,40.831 570.82,37.631"></path></g></g></g></svg></div>
<div style="padding-top: 8px;">
<div style="color: #3897f0; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: 550; line-height: 18px;">
View this post on Instagram</div>
</div>
<div style="padding: 12.5% 0;">
</div>
<div style="align-items: center; display: flex; flex-direction: row; margin-bottom: 14px;">
<div>
<div style="background-color: #f4f4f4; border-radius: 50%; height: 12.5px; transform: translatex(0px) translatey(7px); width: 12.5px;">
</div>
<div style="background-color: #f4f4f4; height: 12.5px; margin-left: 2px; margin-right: 14px; transform: rotate(-45deg) translatex(3px) translatey(1px); width: 12.5px;">
</div>
<div style="background-color: #f4f4f4; border-radius: 50%; height: 12.5px; transform: translatex(9px) translatey(-18px); width: 12.5px;">
</div>
</div>
<div style="margin-left: 8px;">
<div style="background-color: #f4f4f4; border-radius: 50%; flex-grow: 0; height: 20px; width: 20px;">
</div>
<div style="border-bottom: 2px solid transparent; border-left: 6px solid #f4f4f4; border-top: 2px solid transparent; height: 0; transform: translatex(16px) translatey(-4px) rotate(30deg); width: 0;">
</div>
</div>
<div style="margin-left: auto;">
<div style="border-right: 8px solid transparent; border-top: 8px solid #f4f4f4; transform: translatey(16px); width: 0px;">
</div>
<div style="background-color: #f4f4f4; height: 12px; transform: translatey(-4px); width: 16px;">
</div>
<div style="border-left: 8px solid transparent; border-top: 8px solid #f4f4f4; height: 0; transform: translatey(-4px) translatex(8px); width: 0;">
</div>
</div>
</div>
</a> <br />
<div style="margin: 8px 0 0 0; padding: 0 4px;">
<a href="https://www.instagram.com/p/B_X_S3Zj8tq/?utm_source=ig_embed&utm_campaign=loading" style="color: black; font-family: "arial" , sans-serif; font-size: 14px; font-style: normal; font-weight: normal; line-height: 17px; text-decoration: none; word-wrap: break-word;" target="_blank">Life during quarantine. Read all the books for wich you always say you don't have the time... 📖🥀 . #illustration #dreamingwithart #thinkingdigital #procreate #gatomalo #quarantine #sanjordi #diadellibro #reading #books #stayathome #yomequedoencasa #losgatossabenquedarseencasa</a></div>
<div style="color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; line-height: 17px; margin-bottom: 0; margin-top: 8px; overflow: hidden; padding: 8px 0 7px; text-align: center; text-overflow: ellipsis; white-space: nowrap;">
A post shared by <a href="https://www.instagram.com/olahozga/?utm_source=ig_embed&utm_campaign=loading" style="color: #c9c8cd; font-family: Arial,sans-serif; font-size: 14px; font-style: normal; font-weight: normal; line-height: 17px;" target="_blank"> Oscar La Hoz Garcia</a> (@olahozga) on <time datetime="2020-04-24T19:09:41+00:00" style="font-family: Arial,sans-serif; font-size: 14px; line-height: 17px;">Apr 24, 2020 at 12:09pm PDT</time></div>
</div>
</blockquote>
<script async="" src="//www.instagram.com/embed.js"></script>
<br />
<br />
Me gusta mucho <b>gatomalo</b>. <br />
<br />
<br /></div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-5327111635291017672020-04-27T11:00:00.000+02:002020-04-27T11:00:06.417+02:00This is useful - a curated data catalog about COVID-19<div dir="ltr" style="text-align: left;" trbidi="on">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhviTZBBqz6ymgmLqLn0QtV-BocaNAizyZVIixBZ4yNzIhexVJqZYn69fbZ1-cGhqWphNawDdwNiVIuQZRKaZ_a3FylreQUWrh6MeF_B6Iufg9vYNOg-5wlMCaT3hnXHyqwKVgr/s1600/Screenshot+2020-04-25+17.33.35.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="852" data-original-width="1600" height="340" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhviTZBBqz6ymgmLqLn0QtV-BocaNAizyZVIixBZ4yNzIhexVJqZYn69fbZ1-cGhqWphNawDdwNiVIuQZRKaZ_a3FylreQUWrh6MeF_B6Iufg9vYNOg-5wlMCaT3hnXHyqwKVgr/s640/Screenshot+2020-04-25+17.33.35.png" width="640" /></a><br />
<br />
The ability to analyze COVID-19 data is very limited as the data quality differs enormously among the different available datasets. <br />
Nevertheless, we have to play with what we have, and even though applying advanced analysis is difficult, one can always get a feel of how things are going locally and globally by checking the data.<br />
Well... this is not as simple as it seems. Interested people may have issues getting relevant data. Newspapers do their job but sometimes this is not enough. <br />
<br />
<a class="ql-mention" data-entity-urn="urn:li:fs_company:32150" data-guid="0" data-object-urn="urn:li:company:32150" data-original-text="Denodo" href="https://www.linkedin.com/feed/#" spellcheck="false">Denodo</a>, a company I love as I worked there for many years, announced a week or two ago that they were <a href="https://www.denodo.com/en/page/coronavirus-data-portal">compiling all the relevant datasets around COVID-19 throughout a data catalog</a> in order to provide people a meaningful and smart way to access information. This weekend I finally found some time to play around and I have to say they did a pretty good job.<br />
<br />
The first thing you see is a dashboard, <a href="https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6">not unlike to the well-known Johns Hopkins one</a>. This is good, but the real deal comes when you click on the Browse button and start playing around with the data repositories. You can select among many different ones and start building your own queries.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1lT5EI0eO9vAHtCe_jhTHytGzWvIB-YQfjgivuoAu-EFwLLyEeBkC5IcatO0ntsBuEykODn7AO35IkESJ22511hSOguFpn7Kp_dwRSxZjXr-laDd4F-Ikhl7eWpPpEL-TecGf/s1600/Screenshot+2020-04-25+17.35.14.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="852" data-original-width="1600" height="340" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj1lT5EI0eO9vAHtCe_jhTHytGzWvIB-YQfjgivuoAu-EFwLLyEeBkC5IcatO0ntsBuEykODn7AO35IkESJ22511hSOguFpn7Kp_dwRSxZjXr-laDd4F-Ikhl7eWpPpEL-TecGf/s640/Screenshot+2020-04-25+17.35.14.png" width="640" /></a></div>
<br />
The image below is a very simplistic query on a single dataset
showing the updated data on Spain. The following one shows the results.<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhW908DIqLlaHbcMX_DHkmVE9E1wLf79V9AniY3SXQTZLQcswZVtVLt-tL34-sliQxhYDHw3AdbVy4QMr0jcV89U3o7GnHPz0qh8PyYYD2qVMmT3HTgE8F1f_AaR-GHdynDpFif/s1600/Screenshot+2020-04-25+17.36.55.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="789" data-original-width="1600" height="314" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhW908DIqLlaHbcMX_DHkmVE9E1wLf79V9AniY3SXQTZLQcswZVtVLt-tL34-sliQxhYDHw3AdbVy4QMr0jcV89U3o7GnHPz0qh8PyYYD2qVMmT3HTgE8F1f_AaR-GHdynDpFif/s640/Screenshot+2020-04-25+17.36.55.png" width="640" /></a></div>
<br /><br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtcgb5Kg3n0dhEv8Cbnm9Qy069GfC2IfSBFEvlKh5g9olQjzwgOnFqnbAbI2gEfc6AO0YAGqxkknu0ziq3BIsoAXfSR0hOIisw9ZumyCFQw0ypE5HD8OecIxE-gFUPQfqjcNmv/s1600/Screenshot+2020-04-25+17.37.25.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1048" data-original-width="1600" height="418" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhtcgb5Kg3n0dhEv8Cbnm9Qy069GfC2IfSBFEvlKh5g9olQjzwgOnFqnbAbI2gEfc6AO0YAGqxkknu0ziq3BIsoAXfSR0hOIisw9ZumyCFQw0ypE5HD8OecIxE-gFUPQfqjcNmv/s640/Screenshot+2020-04-25+17.37.25.png" width="640" /></a></div>
<br />
<br />
Another interesting features is that the dataset can be downloaded to be treated with Tableau. Unfortunately I only have Tableau Reader, a free tool that only accepts tdws files, so I could not check it out. <br />
<br />
You can also check the relationships among the different data sources. I haven't checked but since I know how powerful VQL (the SQL-like query language built by Denodo to process information from different places), I guess one could start building complex queries that match data from those sources. I will leave that to another time. <br />
<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbeb_UNqMo3kRPLbc6QSSxK057qfumJPV2glnSrBoSVyXarDrbSayf2TSzQmGf29PF6-SOxeRKU5r2woqcingdlIxdYPIru4rsNpm49bbzscbQWAzozsxx3f915a7oWRRwtV5G/s1600/Screenshot+2020-04-25+17.38.40.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="1600" height="340" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbeb_UNqMo3kRPLbc6QSSxK057qfumJPV2glnSrBoSVyXarDrbSayf2TSzQmGf29PF6-SOxeRKU5r2woqcingdlIxdYPIru4rsNpm49bbzscbQWAzozsxx3f915a7oWRRwtV5G/s640/Screenshot+2020-04-25+17.38.40.png" width="640" /></a></div>
<br />
I may sound biased, but the truth is that I was looking for a service like this to grasp a good understanding of how COVID is affecting our lives in a deeper way.<br />
<br />
Denodo requests our help to find and uploaded curated datasets that enrich this information. I hope this continues growing.<br />
<br />
<br />
<br /></div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com1tag:blogger.com,1999:blog-6280450.post-47202861973587437392020-04-24T23:46:00.002+02:002020-04-24T23:51:02.336+02:00The world has changed and so must publishing. Libros.com and Quantified Reading sign a partnership<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpUp1u1rrwT7m_JPdNHVdkc0DbOiHYuZLAW4yBp3MFQXkqfs-6t4_MV63Mc0B0iBuH3gjXKGtl8mK5dBh59h_9KhwqpRsEzSi8LXfvx5YybFxBqONaAnnWQr6AI5j94oAIoH1r/s1600/1*lpaUBbAFWQQIEASH50gCRQ.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="450" data-original-width="996" height="288" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjpUp1u1rrwT7m_JPdNHVdkc0DbOiHYuZLAW4yBp3MFQXkqfs-6t4_MV63Mc0B0iBuH3gjXKGtl8mK5dBh59h_9KhwqpRsEzSi8LXfvx5YybFxBqONaAnnWQr6AI5j94oAIoH1r/s640/1*lpaUBbAFWQQIEASH50gCRQ.png" width="640" /></a></div>
<span style="font-family: "verdana" , sans-serif;"><br /></span>
<span style="font-family: "verdana" , sans-serif;">(<a href="https://medium.com/@libroscom/nos-aliamos-con-quantified-reading-bf543b35c594">Original post in Spanish</a>)</span><br />
<span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="" title="">We are living an exceptional moment.</span> <span class="" title="">No existing area in society is escaping it, and that includes the consumption of culture.</span> <span class="" title="">The paradox is evident to us: the literary conversation is more active than ever; readers want to buy new works. But they can't.</span> <span class="" title="">Not, at least, through traditional channels.</span></span></span><br />
<br />
<div class="text-wrap tlid-copy-target">
<div class="result-shield-container tlid-copy-target" tabindex="0">
<span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="" title="">The publishing industry is realizing that it really knows little about its readers.</span> <span class="" title="">The fundamental piece of the chain, the one that gives meaning to any cultural work, remains blurred.</span> <span title=""><b>There is a clear need to provide light in the midst of that darkness</b>, because only by strengthening the ties of the literary community can we emerge from this crisis reinforced.</span><br /><br /><span title="">We cannot fool ourselves: very difficult times are coming.</span> <span title="">The distribution of books is, today, stopped.</span> <span title="">The bookstores, where the emotional capital of a large part of the readers resides, have been closed for more than a month.</span> <span title="">Some, unfortunately, will not be able to lift the blind again.</span> <span title="">And publishers fight day by day not to stop, to continue connecting to a community that wants to remain united.</span></span><span class="tlid-translation-gender-indicator translation-gender-indicator"></span></span></div>
</div>
<br />
<div class="text-wrap tlid-copy-target">
<div class="result-shield-container tlid-copy-target" tabindex="0">
<span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en">In this context, it is illustrative to remember that one of the main concerns of any publisher is risk management. Publishers need to invest a large amount of money - on both well-known authors or editorial bets - to produce a title that has no clear and reliable return of investment. The specific strategy depends on the size of the publisher, but it is always sustained by precarious balances by which the book reaches its profitability threshold, or by which a bestseller compensates for the losses of other failed editions. These balances are much more difficult if you don't know your readers well, or the real potential of the book at hand.<br /><br />At <a href="https://libros.com/">Libros.com</a> they have spent eight years trying to publish books in a different, more democratic, sustained, emotional and economic way, to its readers. What allows them to continue publishing books today is that they have always depended on the patrons to bet on our books. <b>There are already more than 60,000, but now they want to go one step further in that ambition.</b><br /><br />Libros.com and <a href="https://quantifiedreading.com/">Quantified Reading</a>, the company I co-founded with my awesome partners, open the way today to walk a path that we all knew we had to start at some point. COVID-19 has pushed us to do so because of the survival of the sector, which is only going to be able to get out of this by being united and by collaborating. Building community is critical like never before.</span></span></div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
</div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
<span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en"><b>Quantified Reading was <a href="https://www.heraldo.es/noticias/ocio-y-cultura/2019/11/15/el-congreso-del-libro-electronico-de-barbastro-premia-a-quantified-reading-una-empresa-que-trabaja-la-ciencia-de-los-datos-1344161.html">the winning project of the 2019 Digital Innovation Award at the ‘Electronic Book Congress’</a></b>, and we are now starting an agreement that shares what is now deemed as fundamental to get ahead: knowledge. The knowledge of a sector, with a multitude of strengths and sympathies on the part of society, and the knowledge of the readers, to whom we owe more than ever. An initiative to produce physical and digital books which takes advantage of the benefits of the traditional channel, but maximizing the possibilities of digital. An initiative that puts the reader at the center right from the birth of the book. One that engages him or her in new experiences of digital reading. An adventure that, in addition, we put on the table as an invitation to others and with the ability to adapt within a complex sector.<br /><br />Together, Libros.com and Quantified Reading will contribute their joint experience by:</span></span></span></div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
<ul style="text-align: left;">
<li><span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en">Building publishing production models that focus on loyal readers interested in this content from the very start of the book. This is evidenced by more than 460 books of all genres, edited by more than 60,000 enthusiastic patrons by Libros.com.</span></span><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en"> </span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en">Creating and engaging successful digital reading communities.</span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en">Learning from the information obtained from the behavior of the readers in order to be more effective in making decisions.</span></span><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en"> </span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en">Operating cloud platforms that innovate in the reading experience or in business models around content commercialization.</span></span><br /><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en"></span></span></span></li>
</ul>
<span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"><span class="tlid-translation translation" lang="en"><br /><b>With this agreement, we position ourselves at the service of a publishing sector that needs, more than ever, to close ranks and move forward together. </b>We will collaborate with publishers whose traditional financing system does not allow them to resume activity; also with bookstores, which will continue to be a fundamental element because they allow us to show our books to readers, supporting them with technological tools and knowledge to sell more and more efficiently.<br /><br /><b>Readers. Bookstores. Editorials. Authors. Literature will not be sustained without these four hands joined together. </b>It is time to connect, talk and move forward together. In times of crisis like this, culture must come out to provide comfort and certainty. We add this grain of sand to not stop. We move forward. Together.</span></span></span></div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
</div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
<span class="tlid-translation translation" lang="en"><span style="font-family: "verdana" , sans-serif;"><span class="tlid-translation translation" lang="en"> </span></span> </span></div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
</div>
<div class="result-shield-container tlid-copy-target" tabindex="0">
</div>
</div>
</div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-73945623152332849702020-04-20T10:00:00.000+02:002020-04-20T10:00:05.113+02:00Charla adigital sobre gestión de equipos remotos<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhcpUcU7jxquQhkSldcTF6DUa-MLUKdZC5IN-7RW3E6u52jNQsGWXZCA2H0rfVMwaPVEqsfjb2H3Bpff05x9NpF-C9sTzTUNUGyYVFGXBE_YNITdh9tLYogVBVAvbdUS9XPE55C/s1600/dayne-topkin-8zt45T-7G6w-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1041" data-original-width="1600" height="416" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhcpUcU7jxquQhkSldcTF6DUa-MLUKdZC5IN-7RW3E6u52jNQsGWXZCA2H0rfVMwaPVEqsfjb2H3Bpff05x9NpF-C9sTzTUNUGyYVFGXBE_YNITdh9tLYogVBVAvbdUS9XPE55C/s640/dayne-topkin-8zt45T-7G6w-unsplash.jpg" width="640" /></a></div>
<br />
Llevo colaborando años con <a href="https://www.adigital.org/" target="_blank">adigital</a>
(la asociación española de la economía digital) impartiendo cursos y
talleres sobre temas como el análisis de datos, herramientas de
transformación digital o Inteligencia Artificial para no técnicos.<br />
<br />
Tras el curso de Sarai sobre gestión de las emociones en situaciones de estrés y los cursos sobre herramientas de
teletrabajo y Trello, cerramos este monográfico hablando sobre la gestión de equipos remotos.<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://twitter.com/adigital_org/status/1251135160764043265" target="_blank"><img alt="https://twitter.com/adigital_org/status/1251135160764043265" border="0" data-original-height="1298" data-original-width="802" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMnOwOe92J_-tzhK2_OQlkjPqjsgLRDWlbxkESVWyQXQJhpWZD3BPTMfoOBk4kvLC6F6JXTswPuTMFJyFV3FPJ9ECd8aceP3y34nSEFgOw5zGQh67V2wXzg59pu-oY6nd3Cw2R/s320/Screenshot+2020-04-17+20.33.23.png" width="197" /></a></div>
<br />
<br />
En mi vida profesional y por diversas razones, he pasado largas temporadas teletrabajando o trabajando en remoto. En algunos casos por la posibilidad que daba la empresa en la que trabajaba. En otros, por necesidad como por ejemplo los meses de baja por una operación. En otros casos, también por ahorro de gastos en momentos complejos. Pero llegó un momento que aunque la situación económica nos permitía tener un sitio más estable, preferíamos seguir teletrabajando y vernos una o dos veces por semana. He intentado plasmar estas experiencias en la presentación que podéis ver a continuación, aunque recomiendo empezar <a href="https://www.adigital.org/gestion-de-equipos-en-remoto-los-retos-los-mitos-y-un-plan-de-choque/" target="_blank">por el artículo de adigital sobre el tema</a>.<br />
<br />
<br />
<br />
<br />
<div class="_3bJ2H CHExY">
<div class="_1l8RX _1ByhS">
<span>Photo by <a href="https://unsplash.com/@dtopkin1?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Dayne Topkin</a> on <a href="https://unsplash.com/s/photos/remote-work?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div>
</div>
</div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-11437886134319955032020-04-16T11:00:00.000+02:002020-04-16T11:00:09.108+02:00Aprendiendo más sobre psicología comportamental<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm11n8texZbE3XXlqlojWQlCGGNMshjDdQo7nvjITR4BJzhCyn8jGniFYwMgKBhOLDLoh-uSPGtp6vrN3MCwEplYIP6DXGG9pgdXRcpsi10BntEdw1tIGb0uIUePcLyJ7iR6ED/s1600/lynda-sanchez-MWKNEloQRXA-unsplash.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1068" data-original-width="1600" height="426" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhm11n8texZbE3XXlqlojWQlCGGNMshjDdQo7nvjITR4BJzhCyn8jGniFYwMgKBhOLDLoh-uSPGtp6vrN3MCwEplYIP6DXGG9pgdXRcpsi10BntEdw1tIGb0uIUePcLyJ7iR6ED/s640/lynda-sanchez-MWKNEloQRXA-unsplash.jpg" width="640" /></a></div>
<br />
<br />
En este período de confinamiento mentiría si dijese que tengo tiempo libre para formarme. La convivencia con una pequeñaja en casa hace que mis ratos libres se los dedique más a jugar con sus "seis hijas" y sus respectivas mascotas que a encerrarme en el despacho a estudiar. Y está bien.<br />
<br />
Pero algo de tiempo siempre se saca. Llevo un par de años formándome con intensidad en temas relacionados con el comportamiento del consumidor digital. En concreto, estoy muy centrado en la psicología comportamental. Es un
área algo difusa todavía, donde <a href="https://blogs.scientificamerican.com/observations/when-were-wrong-its-our-responsibility-as-scientists-to-say-so/" target="_blank">las verdades inmutables de hace unos meses se convierten en intentos refutables hoy</a> (algo que por otra parte tendría que ser lo habitual y honesto según el método científico), pero que permite intuir cómo somos y cómo nos comportamos.<br />
<br />
En este post no voy a hablar de los grandes popes de esta área, sino de personas que están aportando mucho valor a la comunidad a través de sus enlaces, comentarios y experimentos.<br />
<br />
Mis faros en este mundillo son <a href="https://es.linkedin.com/in/ujueagudo/es" target="_blank">Ujué Agudo</a> y <a href="https://es.linkedin.com/in/miren-arrese" target="_blank">Miren Arrese</a>, de Biko. Experta en UX y estudiante de psicología una, y product owner en temas de IA la otra, seguir a <a href="https://twitter.com/ujue" target="_blank">Ujué</a> y a <a href="https://twitter.com/merisu" target="_blank">Miren</a> en twitter significa aprender mucho acerca de la psicología comportamental, con sus capacidades, sus limitaciones y sobre todo sus líneas rojas. A partir de ellas he conocido a otras personas muy interesantes en este ámbito, como <a href="https://twitter.com/patxangas" target="_blank">Karlos G Liberal</a> o <a href="https://helenamatute.wordpress.com/" target="_blank">Helena Matute</a>, además de enterarme de papers de investigación a los que no había llegado por otras personas. <br />
<br />
<br />
Por otra parte, para los que desean iniciarse en este tema, hace poco que i+a España, una comunidad de <i>market research</i>, <a href="http://ia-espana.es/index.php/curso-behavioral-economics/" target="_blank">organizó un evento online</a> (que inicialmente iba a ser presencial) sobre <i>Behavioral Economics</i>. No me lo podía perder. Y la verdad es que no me ha defraudado en absoluto. Partiendo de una introducción muy interesante por parte del reponsable de <i>behavioral economics </i>del BBVA, Álvaro Gaviño, <a href="https://www.youtube.com/playlist?list=PLgF_1uTM4ftC9sRbXjZ_knBi22uHBG808" target="_blank">el evento trajo a lo largo de dos días una serie de casos prácticos</a> en el sector de la banca, de retail y en general sobre el comportamiento digital del consumidor.<br />
<br />
<iframe allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="" frameborder="0" height="315" src="https://www.youtube.com/embed/kfJFJxfwldQ" width="560"></iframe>
<br />
<br />
En el blog he hablado históricamente de muchos de estos temas, y pretendo ahondar más en el futuro. Si estás interesado, <a href="http://www.loscuentosdelabuelo.com/search/label/behavior" target="_blank">ya sabes dónde encontrarlo</a> :)<br />
<br />
<br />
<div class="_3bJ2H CHExY">
<div class="_1l8RX _1ByhS">
<span>Photo by <a href="https://unsplash.com/@naive_eye?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Lynda Sanchez</a> on <a href="https://unsplash.com/s/photos/popcorn-buckets?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a></span></div>
</div>
<br />
<br /></div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0tag:blogger.com,1999:blog-6280450.post-12422267430591022742020-04-13T11:00:00.000+02:002020-04-13T11:00:08.996+02:00Learning about viruses and their impact with the Singularity University<div dir="ltr" style="text-align: left;" trbidi="on">
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://su.org/summits/covid-19-virtual-summit/" target="_blank"><img alt="https://su.org/summits/covid-19-virtual-summit/" border="0" data-original-height="159" data-original-width="318" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiKIjhj2C_Zg8sxYPDyWWCEEon_0iyJ_fwVrNbx4j-9q1S49uxcHPyLuIhDmZyTnTRTt7i9-nEOn3qZbNP5EjPZsq6_v8P8sa2v6SS4yvfTC0xStGsDxYuP2IOpFywP3Y0sFiXO/s640/index.jpg" width="640" /></a></div>
<br />
In the last weeks many of us have learnt more about epidemiology and viruses than what we would have liked. We learn when we need it, and now we feel the need to understand what is going on and find some truth amongst fake news. politically inclined messages and the innate fear we all have when we face an invisible enemy.<br />
<br />
A week ago my good friend <a href="https://es.linkedin.com/in/gtorresporta" target="_blank">Gonzalo Torres</a> told me about the <a href="https://su.org/summits/covid-19-virtual-summit/" target="_blank">Singularity University COVID-19 Summit</a>, where they hosted a plethora of experts aroun the topic. I have not had time to watch all of the videos, but I wanted to fully recommend, at least, the two first ones, where Dr. <a href="https://su.org/about/faculty/divya-chander/" target="_blank">Divya Chander </a>and <a href="https://su.org/about/faculty/daniel-kraft/" target="_blank">Dr. Daniel Kraft</a> explain the details of what viruses are, how they propagate and how we can mitigate it.<br />
<br />
Albeit I am not a total fan of the Singularity University, these videos are totally spot on and while many of us already have unfortunately learnt much about the topics, these are very clearly exposed.<br />
<br />
This is the <a href="https://www.youtube.com/playlist?list=PLz-xaNyC9s_pNVok3fFcuLQjFZDXP7KX4" target="_blank">link to the whole summit in YouTube</a>, and below you can find the first video that provides an overview of COVID-19 and, most interestingly, the actions that are being performed. It is amazing how things are advancing from one week to the next.<br />
<br />
<br />
<br />
<br />
</div>
Justo Hidalgohttp://www.blogger.com/profile/12837793554223896907noreply@blogger.com0