{"id":145,"date":"2019-01-19T15:35:23","date_gmt":"2019-01-19T15:35:23","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=145"},"modified":"2019-03-21T14:36:29","modified_gmt":"2019-03-21T14:36:29","slug":"introduction-a-lapprentissage-automatique","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=145","title":{"rendered":"Apprentissage Automatique"},"content":{"rendered":"<p>Cette page contient les document du cours \u00ab\u00a0Apprentissage Automatique\u00a0\u00bb en L3 MIASH<\/p>\n<h3>Cours<\/h3>\n<ul>\n<li>Introduction (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/Introduction_IAA-MIASH.pdf\">slides<\/a>)<\/li>\n<li>Apprentissage d&rsquo;arbres de D\u00e9cision (<a href=\"https:\/\/pageperso.lis-lab.fr\/cecile.capponi\/wp-content\/uploads\/cours-arbres.pdf\">slides<\/a>)<\/li>\n<li>Protocole et validation d&rsquo;un apprentissage (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/AA-MIASH_validation.pdf\">slides<\/a>)<\/li>\n<\/ul>\n<h3>TD Machine<\/h3>\n<ul>\n<li>TP 1 : Prise en main de Python (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/Enonce_TP_1.pdf\">\u00e9nonc\u00e9e<\/a>, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/AA-TP1.ipynb\">notebook<\/a>)<\/li>\n<li>TP 2 : Arbres de d\u00e9cision (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/TP2-AA-MIASH.ipynb\">notebook<\/a>, <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/Correction-TP2-AA-MIASH.ipynb\">correction-<\/a><a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/Correction-TP2-AA-MIASH.ipynb\">notebook<\/a>)<\/li>\n<li>TP3 : Analyse de Donn\u00e9es textuelles (<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/AA-TP3.ipynb\">notebook<\/a>,\u00a0<a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/AA\/Correction-AA-TP3.ipynb\">Correction<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Cette page contient les document du cours \u00ab\u00a0Apprentissage Automatique\u00a0\u00bb en L3 MIASH Cours Introduction (slides) Apprentissage d&rsquo;arbres de D\u00e9cision (slides) Protocole et validation d&rsquo;un apprentissage (slides) TD Machine TP 1 : Prise en main de Python (\u00e9nonc\u00e9e, notebook) TP 2 : Arbres de d\u00e9cision (notebook, correction-notebook) TP3 : Analyse de Donn\u00e9es textuelles (notebook,\u00a0Correction)<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/145"}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=145"}],"version-history":[{"count":17,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/145\/revisions"}],"predecessor-version":[{"id":217,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/145\/revisions\/217"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}