{"id":3178,"date":"2019-02-28T18:45:16","date_gmt":"2019-02-28T23:45:16","guid":{"rendered":"https:\/\/espacerm.com\/webgen\/?page_id=3178"},"modified":"2020-03-30T01:44:42","modified_gmt":"2020-03-30T06:44:42","slug":"ia-mes-recommandations","status":"publish","type":"page","link":"https:\/\/espacerm.com\/webgen\/ia-mes-recommandations\/","title":{"rendered":"IA -> Mes recommandations"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Intelligence Artificielle<\/strong><\/h2>\n\n\n\n<p>Pour une vue d&rsquo;ensemble<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"La prochaine r\u00e9volution de l'Intelligence artificielle - Yann LeCun, \u00e0 l'USI (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=2WiPx6thH2E&amp;list=PLrfG_Hi1Epg7R7fpQLeaJpYASOhXW8gS3&amp;index=25&amp;t=19s\" target=\"_blank\">La prochaine r\u00e9volution de l&rsquo;Intelligence artificielle &#8211; Yann LeCun, \u00e0 l&rsquo;USI<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/fr.wikipedia.org\/wiki\/Neurone_formel\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Neurone formel (ouverture dans un nouvel onglet)\">Neurone formel<\/a><\/p>\n\n\n\n<br>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Thibault Neveu <\/strong><\/h3>\n\n\n\n<p>De bonnes pr\u00e9sentations qui aident \u00e0 comprendre et \u00e0 utiliser assez rapidement l&rsquo;intelligence artificielle<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Formation au Deep Learning (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=og5m7f1seno&amp;list=PLpEPgC7cUJ4b1ARx8PyIQa_sdZRL2GXw5\" target=\"_blank\">Formation au Deep Learning<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=PKNxUF9CGn8&amp;list=PLpEPgC7cUJ4YPZlfUu0vQTwPraVKPASUa\" target=\"_blank\">Apprentissage par renforcement<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=kFcviv7p2_s&amp;list=PLpEPgC7cUJ4ZdgEncyHYfR9GWGrcp0WEz&amp;index=1\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Comprendre les r\u00e9seaux \u00e0 convolution (ouverture dans un nouvel onglet)\">Comprendre les r\u00e9seaux \u00e0 convolution<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLpEPgC7cUJ4YzbWZE28hBVSO9rHiVNWlf\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\">Tensorflow et Keras<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/playlist?list=PLpEPgC7cUJ4ZdgEncyHYfR9GWGrcp0WEz\" target=\"_blank\">Deep learning avanc\u00e9<\/a><\/p>\n\n\n\n<br>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"> Hugo Larochelle &#8211; Universit\u00e9 de Sherbrooke<br><\/h3>\n\n\n\n<p>Afin de saisir plus en profondeur l&rsquo;intelligence artificielle<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Intelligence Artificielle - Universit\u00e9 de Sherbrooke (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/playlist?list=PL6Xpj9I5qXYGhsvMWM53ZLfwUInzvYWsm\" target=\"_blank\">Intelligence Artificielle &#8211; Universit\u00e9 de Sherbrooke<\/a><br> (Pour aborder les r\u00e9seaux de neurones, commencez au vid\u00e9o 12.4)<\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Apprentissage automatique - Universit\u00e9 de Sherbrooke (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/playlist?list=PL6Xpj9I5qXYFD_rc1tttugXLfE2TcKyiO\" target=\"_blank\">Apprentissage automatique &#8211; Universit\u00e9 de Sherbrooke<\/a><\/p>\n\n\n\n<br>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3Blue1Brown<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\">Neural networks<\/a><\/p>\n\n\n\n<br>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Apprentissage profond<\/h2>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Comment les r\u00e9seaux de neurone profond fonctionnent (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=ILsA4nyG7I0&amp;list=PLrfG_Hi1Epg76q09CJAsXFohobol-_mkh&amp;index=16&amp;t=0s\" target=\"_blank\">Comment fonctionnent les r\u00e9seaux de neurones profonds<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Yann LeCun &#8211; Coll\u00e8ge de France<\/h3>\n\n\n\n<p>Cours d\u00e9taill\u00e9s<\/p>\n\n\n\n<p><a href=\"http:\/\/www.college-de-france.fr\/site\/yann-lecun\/course-2016-02-12-14h30.htm\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"L'apprentissage profond (ouverture dans un nouvel onglet)\">L&rsquo;apprentissage profond<\/a><\/p>\n\n\n\n<p><strong>EDUlib<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/cours.edulib.org\/courses\/course-v1:IVADO+IA-101+P2018\/about\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Introduction \u00e0 l'apprentissage profond (ouverture dans un nouvel onglet)\">Introduction \u00e0 l&rsquo;apprentissage profond<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<br>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>St\u00e9phane Mallat &#8211; Coll\u00e8ge de France<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.college-de-france.fr\/site\/stephane-mallat\/course-2019-02-06-09h30.htm?fbclid=IwAR0K2YYZjdLNjSYIcuedc_XKFD3VsaE3ifJSgD30mGCkd1F19jQEmehbOBs\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\">Vision math\u00e9matique de la g\u00e9n\u00e9ralisation des r\u00e9seaux de neurones<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p>*** <a rel=\"noreferrer noopener\" aria-label=\"Tensorflow et l'apprentissage profond, sans les \u00e9quations diff\u00e9rentielles (Martin G\u00f6rner) (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=BtAVBeLuigI\" target=\"_blank\">Tensorflow et l&rsquo;apprentissage profond, sans les \u00e9quations diff\u00e9rentielles (Martin G\u00f6rner)<\/a><\/p>\n\n\n\n<p>*** <a rel=\"noreferrer noopener\" aria-label=\"Activation Functions in Neural Networks (ouverture dans un nouvel onglet)\" href=\"https:\/\/isaacchanghau.github.io\/post\/activation_functions\/\" target=\"_blank\">Activation Functions in Neural Networks<\/a><\/p>\n\n\n\n<p>*** <a rel=\"noreferrer noopener\" aria-label=\"One simple trick to train Keras model faster with Batch Normalizatio (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.dlology.com\/blog\/one-simple-trick-to-train-keras-model-faster-with-batch-normalization\/\" target=\"_blank\">One simple trick to train Keras model faster with Batch Normalizatio<\/a>n<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<br>\n\n\n\n<h3 class=\"wp-block-heading\">The Coding Train<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"https:\/\/www.youtube.com\/user\/shiffman\/playlists?view=50&amp;sort=dd&amp;shelf_id=16\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Tutorials Neural Networks and Machine Learning (ouverture dans un nouvel onglet)\">Tutorials Neural Networks and Machine Learning<\/a><\/h4>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Outils<\/h3>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\" href=\"http:\/\/neuroph.sourceforge.net\/index.html\" target=\"_blank\">Neuroph Studio<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\" (ouverture dans un nouvel onglet)\" href=\"http:\/\/caza.la\/synaptic\/#\/\" target=\"_blank\">The javascript architecture-free neural network library for node.js and the browser<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Tensorflow (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.tensorflow.org\/\" target=\"_blank\">TensorFlow<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"TensorFlows.js (ouverture dans un nouvel onglet)\" href=\"https:\/\/js.tensorflow.org\/\" target=\"_blank\">TensorFlow.js<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.tensorflow.org\/lite\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"TensorFlow Lite (ouverture dans un nouvel onglet)\">TensorFlow Lite<\/a><\/p>\n\n\n\n<p>** <a rel=\"noreferrer noopener\" aria-label=\"Colab (ouverture dans un nouvel onglet)\" href=\"https:\/\/colab.research.google.com\/notebooks\/welcome.ipynb\" target=\"_blank\">Colab<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Colab (ouverture dans un nouvel onglet)\" href=\"https:\/\/research.google.com\/colaboratory\/faq.html#browsers\" target=\"_blank\">Colab&nbsp;FAQ<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Keras (ouverture dans un nouvel onglet)\" href=\"https:\/\/keras.io\/\" target=\"_blank\">Keras<\/a><\/p>\n\n\n\n<p>** <a href=\"http:\/\/intelligence-artificielle.agency\/tensorflow-tutoriel-1\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"TensorFlow \u2013 tutoriel #1 (ouverture dans un nouvel onglet)\">TensorFlow \u2013 tutoriel #1<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"TensorFlow Tutorials (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/playlist?list=PL9Hr9sNUjfsmEu1ZniY0XpHSzl5uihcXZ\" target=\"_blank\">TensorFlow Tutorials<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\/first-steps-with-tensorflow\/video-lecture?hl=fr\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Premier pas TensorFlow (ouverture dans un nouvel onglet)\">Premier pas TensorFlow<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/opencv.org\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"OpenCV (ouverture dans un nouvel onglet)\">OpenCV<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"A Quick Introduction to the \u201cPandas\u201d Python&nbsp;Library (ouverture dans un nouvel onglet)\" href=\"https:\/\/towardsdatascience.com\/a-quick-introduction-to-the-pandas-python-library-f1b678f34673\" target=\"_blank\">A Quick Introduction to the \u201cPandas\u201d Python&nbsp;Library<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><a rel=\"noreferrer noopener\" aria-label=\"A neural network for arduino (ouverture dans un nouvel onglet)\" href=\"http:\/\/robotics.hobbizine.com\/arduinoann.html\" target=\"_blank\">A neural network for arduino<\/a><\/h4>\n\n\n\n<h3 class=\"wp-block-heading\">D\u00e9mo<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"https:\/\/teachablemachine.withgoogle.com\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Teach a machine using your camera, live in the browser. No coding required (ouverture dans un nouvel onglet)\">Teach a machine using your camera, live in the browser. No coding required<\/a><\/h4>\n\n\n\n<br>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"APPRENTISSAGE \u00c0 PARTIR D'EXEMPLES - Notes de cours (ouverture dans un nouvel onglet)\" href=\"http:\/\/www.grappa.univ-lille3.fr\/polys\/apprentissage\/index.html\" target=\"_blank\">Apprentissage \u00e0 partir d&rsquo;exemples &#8211; Notes de cours<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Mod\u00e8le : Focntionnement du neurone biologique (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.youtube.com\/watch?v=87NgpQGGRp8&amp;index=10&amp;list=PLIOMxSMecjjbk-mp8IaSxOx847HOla2ce\" target=\"_blank\">Mod\u00e8le : Fonctionnement du neurone biologique<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">R\u00e9seau de neurones artificiels &#8211; approche physique<\/h3>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Ce simple bout de verre peut reconna\u00eetre des chiffres ! (ouverture dans un nouvel onglet)\" href=\"https:\/\/www.futura-sciences.com\/tech\/actualites\/intelligence-artificielle-ce-simple-bout-verre-peut-reconnaitre-chiffres-72271\/\" target=\"_blank\">Ce simple bout de verre peut reconna\u00eetre des chiffres !<\/a><\/p>\n\n\n\n<p><a rel=\"noreferrer noopener\" aria-label=\"Nanodevices for Bio-Inspired Computing ( en fran\u00e7ais) (ouverture dans un nouvel onglet)\" href=\"https:\/\/enseignement.medias.polytechnique.fr\/resources\/v125ac1a385cb1o3ccko\/v125ac1a385cb1o3ccko_720.mp4\" target=\"_blank\">Nanodevices for Bio-Inspired Computing ( en fran\u00e7ais)<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Intelligence Artificielle Pour une vue d&rsquo;ensemble La prochaine r\u00e9volution de l&rsquo;Intelligence artificielle &#8211; Yann LeCun, \u00e0 l&rsquo;USI Neurone formel Thibault Neveu De bonnes pr\u00e9sentations qui aident \u00e0 comprendre et \u00e0 utiliser assez rapidement l&rsquo;intelligence artificielle Formation au Deep Learning Apprentissage par renforcement Comprendre les r\u00e9seaux \u00e0 convolution Tensorflow et Keras Deep learning avanc\u00e9 Hugo Larochelle [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/pages\/3178"}],"collection":[{"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/comments?post=3178"}],"version-history":[{"count":83,"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/pages\/3178\/revisions"}],"predecessor-version":[{"id":4187,"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/pages\/3178\/revisions\/4187"}],"wp:attachment":[{"href":"https:\/\/espacerm.com\/webgen\/wp-json\/wp\/v2\/media?parent=3178"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}