{"id":124,"date":"2019-01-10T20:14:52","date_gmt":"2019-01-10T20:14:52","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=124"},"modified":"2020-12-18T15:41:17","modified_gmt":"2020-12-18T15:41:17","slug":"ai-from-ml-to-ds","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=124","title":{"rendered":"AI: from ML to DS"},"content":{"rendered":"<p>This page contains the material for the doctoral course titled \u00ab\u00a0Artificial Intelligence: From Machine Learning to Data Science\u00a0\u00bb<\/p>\n<ul>\n<li>Learning Finite State Machine (<a href=\"..\/ED\/Learning-DFA.pdf\">pdf<\/a>)<\/li>\n<li>Spectral Learning of Weighted Automata\u00a0(<a href=\"..\/ED\/spectral_learning_WA-SpLearn.pdf\">pdf<\/a>)<\/li>\n<li>Ensemble methods &amp; Scikit-SpLearn (<a href=\"..\/ED\/Ensemble_methods.ipynb\">ipynb<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This page contains the material for the doctoral course titled \u00ab\u00a0Artificial Intelligence: From Machine Learning to Data Science\u00a0\u00bb Learning Finite State Machine (pdf) Spectral Learning of Weighted Automata\u00a0(pdf) Ensemble methods &amp; Scikit-SpLearn (ipynb)<\/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\/124"}],"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=124"}],"version-history":[{"count":1,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/124\/revisions"}],"predecessor-version":[{"id":125,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/124\/revisions\/125"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}