{"id":6523,"date":"2026-06-26T17:40:28","date_gmt":"2026-06-26T15:40:28","guid":{"rendered":"https:\/\/u-paris.fr\/linguistique\/?page_id=6523"},"modified":"2026-07-03T14:58:29","modified_gmt":"2026-07-03T12:58:29","slug":"l3s2-algebre-lineaire","status":"publish","type":"page","link":"https:\/\/u-paris.fr\/linguistique\/l3s2-algebre-lineaire\/","title":{"rendered":"Bases formelles du TAL 1 : Alg\u00e8bre lin\u00e9aire (cours de L3)"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00a0\u00bb1&Prime; _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_row _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_column type=\u00a0\u00bb4_4&Prime; _builder_version=\u00a0\u00bb3.22.1&Prime;][et_pb_post_title meta=\u00a0\u00bboff\u00a0\u00bb featured_image=\u00a0\u00bboff\u00a0\u00bb _builder_version=\u00a0\u00bb3.22.1&Prime;][\/et_pb_post_title][et_pb_text _builder_version=\u00a0\u00bb3.22.1&Prime;]<\/p>\n<h3>Informations de base<\/h3>\n<ul>\n<li>Cr\u00e9dits : 3<\/li>\n<li>Format : 2h hebdomadaires<\/li>\n<li>Enseignant\u00b7e 2026-2027 : <a href=\"https:\/\/www.linguist.univ-paris-diderot.fr\/~bcrabbe\/\">Beno\u00eet Crabb\u00e9<\/a><\/li>\n<li>Horaire 2026-2027 : information \u00e0 venir<\/li>\n<li><a href=\"https:\/\/moodle2026.u-pariscite.fr\/course\/view.php?id=3112\">Page Moodle<\/a><\/li>\n<\/ul>\n<h3>Description<\/h3>\n<p>Le cours d&rsquo;alg\u00e8bre lin\u00e9aire propose une introduction aux notions \u00e9l\u00e9mentaires d&rsquo;alg\u00e8bre lin\u00e9aire et d&rsquo;optimisation de fonctions. Le cours rappelle les notions \u00e9l\u00e9mentaires de vecteur et d&rsquo;espace vectoriel, d&rsquo;applications lin\u00e9aires et de r\u00e9duction de dimensionnalit\u00e9 On utilise comme illustration des applications en lien avec le langage naturel comme l&rsquo;analyse s\u00e9mantique latente ou l&rsquo;algorithme PageRank.<\/p>\n<p>Cette introduction se fait \u00e0 l&rsquo;aide de biblioth\u00e8ques de calcul scientifique en langage Python et la comp\u00e9tence principale \u00e0 acqu\u00e9rir est une comp\u00e9tence de programmation qui apporte le mat\u00e9riel n\u00e9cessaire pour acc\u00e9der \u00e0 des cours d&rsquo;apprentissage artificiel et d&rsquo;analyse de donn\u00e9es en master.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Informations de base Cr\u00e9dits : 3 Format : 2h hebdomadaires Enseignant\u00b7e 2026-2027 : Beno\u00eet Crabb\u00e9 Horaire 2026-2027 : information \u00e0 venir Page Moodle Description Le cours d&rsquo;alg\u00e8bre lin\u00e9aire propose une introduction aux notions \u00e9l\u00e9mentaires d&rsquo;alg\u00e8bre lin\u00e9aire et d&rsquo;optimisation de fonctions. Le cours rappelle les notions \u00e9l\u00e9mentaires de vecteur et d&rsquo;espace vectoriel, d&rsquo;applications lin\u00e9aires et de&hellip; <a class=\"continue\" href=\"https:\/\/u-paris.fr\/linguistique\/l3s2-algebre-lineaire\/\">Lire la suite<span> Bases formelles du TAL 1 : Alg\u00e8bre lin\u00e9aire (cours de L3)<\/span><\/a><\/p>\n","protected":false},"author":609,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"coauthors":[114],"class_list":["post-6523","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/users\/609"}],"replies":[{"embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/comments?post=6523"}],"version-history":[{"count":4,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6523\/revisions"}],"predecessor-version":[{"id":6776,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/pages\/6523\/revisions\/6776"}],"wp:attachment":[{"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/media?parent=6523"}],"wp:term":[{"taxonomy":"author","embeddable":true,"href":"https:\/\/u-paris.fr\/linguistique\/wp-json\/wp\/v2\/coauthors?post=6523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}