https://guiadesdeelsur.netlify.app/docs/v1/chapter6/6. Redes Neuronales ArtificialesHugoBlox Kit (https://hugoblox.com)es-arSun, 09 Sep 2018 00:00:00 +0000https://guiadesdeelsur.netlify.app/media/logo.svghttps://guiadesdeelsur.netlify.app/docs/v1/chapter6/https://guiadesdeelsur.netlify.app/docs/v1/chapter6/historia/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/historia/<h2 id="algunas-referencias">Algunas referencias</h2> <h2 id="videos">Videos</h2> <iframe width="560" height="315" src="https://www.youtube.com/embed/OFS90-FX6pg?si=E8soaCc37BicvXJt" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe> <iframe width="560" height="315" src="https://www.youtube.com/embed/tP-4njhyGvo?si=cygGX90hpJE9OAwZ" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <hr> <p>la primera parte de esta charla es de historia, tanto de las trayectorias de Fei-Fei Li como la de Geoff Hinton como del aprendizaje profundo:</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/QWWgr2rN45o?si=rgcm1EFtRUv76Svp" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h3 id="papers--artículos">Papers / Artículos</h3> <p> </p>https://guiadesdeelsur.netlify.app/docs/v1/chapter6/backprop/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/backprop/<iframe width="560" height="315" src="https://www.youtube.com/embed/VkHfRKewkWw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>https://guiadesdeelsur.netlify.app/docs/v1/chapter6/teoria/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/teoria/<h2 id="por-qué-teorizar">Por qué teorizar</h2> <p>Sugerencia del gran Tom Poggio</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/rrh4CsgXt5c?si=sJFmLsURgONMIyXD" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h2 id="cómo-estudiar-los-fundamentos-de-ia">Cómo estudiar los <em>fundamentos</em> de IA</h2> <p>(e ir bastante más lejos que )</p> <p> </p> <p> </p> <h2 id="algunas-referencias">Algunas referencias</h2> <h3 id="videos">Videos</h3> <iframe width="560" height="315" src="https://www.youtube.com/embed/UKcWu1l_UNw?si=kWnil8GGKO69CSMk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h3 id="listas-de-reproducción-principalmente-cursos-enteros-disponibles-online-sin-registro-aka-en-youtube-y-alrededores">Listas de reproducción (principalmente cursos enteros disponibles online sin registro (aka en YouTube y alrededores))</h3> <iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?si=aQrwBrB7kz8SfQwd&amp;list=PLdAoL1zKcqTW-uzoSVBNEecKHsnug_M0k" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe> <hr> <h4 id="jeremy-howard">Jeremy Howard</h4> <p>Practical Deep Learning for Coders</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?si=F2cu4gjJXlALKgyt&amp;list=PLfYUBJiXbdtSvpQjSnJJ_PmDQB_VyT5iU" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <p>Practical Deep Learning Part 2</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/videoseries?si=mOEEO3Xx4annp4-v&amp;list=PLfYUBJiXbdtRUvTUYpLdfHHp9a58nWVXP" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <hr> <h4 id="machine-learning-for-physicist">Machine learning for physicist</h4> <h3 id="papers--artículos">Papers / Artículos</h3> <p> </p> <h2 id="introduciones-a-llms">Introduciones a LLMs</h2> <p>(sección en busca de mejor lugar)</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/BprirYymXrg?si=LHwVNe1KXqS6Tlgk" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>https://guiadesdeelsur.netlify.app/docs/v1/chapter6/atencions/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/atencions/<h3 id="mecanismo-de-atención">Mecanismo de atención</h3> <iframe width="560" height="315" src="https://www.youtube.com/embed/OxCpWwDCDFQ?si=z9n6eGHvq7-A3l0p" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe> <blockquote class="border-l-4 border-neutral-300 dark:border-neutral-600 pl-4 italic text-neutral-600 dark:text-neutral-400 my-6"> <p>primer video de una serie de tres del genio Luis Serrano haciendo una simple (pero no por eso menos rigurosa) presentación de qué está detrás del mecanismo de atención, parte crucial de la arquitectura de los Transformers que están detrás de chatGPT y otros LLMs</p> <iframe width="560" height="315" src="https://www.youtube.com/embed/rcWMRA9E5RI?si=xDhjKtxSFkb_G1g9" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <p>otra muy buena explicación de auto-atención</p> </blockquote>https://guiadesdeelsur.netlify.app/docs/v1/chapter6/recurrentes/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/recurrentes/<h2 id="hopfield">Hopfield</h2> <iframe width="560" height="315" src="https://www.youtube.com/embed/1WPJdAW-sFo?si=GVGh2ddkQ4KBY6A_" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>https://guiadesdeelsur.netlify.app/docs/v1/chapter6/opacidad/Sun, 05 May 2019 00:00:00 +0100https://guiadesdeelsur.netlify.app/docs/v1/chapter6/opacidad/<h2 id="intros">Intros</h2> <iframe width="560" height="315" src="https://www.youtube.com/embed/jGCvY4gNnA8?si=pm3eHd9UzlrUxUxn" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h3 id="opacidad-epistémica">Opacidad epistémica</h3> <iframe width="560" height="315" src="https://www.youtube.com/embed/vyGvTIhyjhA?si=qFEQN-2Z3la2Hmhg" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe> <iframe width="560" height="315" src="https://www.youtube.com/embed/UGO_Ehywuxc?si=v6cDIkS2QRFq-s7L" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h3 id="interpretabilidad-y-explicabilidad-xai">Interpretabilidad y explicabilidad (xai)</h3> <iframe width="560" height="315" src="https://www.youtube.com/embed/Mhp8vpOksWw?si=ohp3zRaKLg8-_uDP" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe> <h2 id="the-stack">The Stack</h2> <h3 id="ai--computer-architecture">AI &amp; Computer Architecture</h3> <h4 id="gpus">GPUs</h4> <p> </p>