{"id":1092,"date":"2018-11-06T14:23:04","date_gmt":"2018-11-06T14:23:04","guid":{"rendered":"http:\/\/eic.cefet-rj.br\/~ebezerra\/?page_id=1092"},"modified":"2019-02-26T13:14:02","modified_gmt":"2019-02-26T13:14:02","slug":"ml-course-valongo","status":"publish","type":"page","link":"https:\/\/eic.cefet-rj.br\/~ebezerra\/ml-course-valongo\/","title":{"rendered":"Introduction to Machine Learning"},"content":{"rendered":"<h2>Semana de P\u00f3s-gradua\u00e7\u00e3o do Observat\u00f3rio Valongo<\/h2>\n<h2>November 6th-8th, 2018<\/h2>\n<hr \/>\n<p><strong>Lecture 1<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-01.a-Basic-Concepts.pptx\">ML 01.a (Basic Concepts)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-01.b-Linear-Regression.pptx\">ML 01.b (Linear Regression)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-01.c-Logistic-Regression.pptx\">ML 01.c (Logistic Regression)<\/a><\/li>\n<\/ul>\n<p><strong>Lecture 2<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-02.a-Model-Regularization.pptx\">ML 02.a (Model Regularization)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-02.b-Model-Selection-and-Evaluation.pptx\">ML 02.b (Model Selection and Evaluation)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-02.c-Clustering.pptx\">ML 02.c (Clustering)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-02.d-Dimensionality-Reduction.pptx\">ML 02.d (Dimensionality Reduction)<\/a><\/li>\n<\/ul>\n<p><strong>Lecture 3<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo-ML-03.a-Artificial-Neural-Nets.pptx\">ML 03.a (Artificial Neural Nets)<\/a><\/li>\n<li><a href=\"http:\/\/eic.cefet-rj.br\/~ebezerra\/wp-content\/uploads\/2018\/11\/Valongo.zip\">Notebook<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Semana de P\u00f3s-gradua\u00e7\u00e3o do Observat\u00f3rio Valongo November 6th-8th, 2018 Lecture 1 ML 01.a (Basic Concepts) ML 01.b (Linear Regression) ML 01.c (Logistic Regression) Lecture 2 ML 02.a (Model Regularization) ML 02.b (Model Selection and Evaluation) ML 02.c (Clustering) ML 02.d (Dimensionality Reduction) Lecture 3 ML 03.a (Artificial Neural Nets) Notebook &nbsp; &nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1092","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1092","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/comments?post=1092"}],"version-history":[{"count":6,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1092\/revisions"}],"predecessor-version":[{"id":1205,"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/pages\/1092\/revisions\/1205"}],"wp:attachment":[{"href":"https:\/\/eic.cefet-rj.br\/~ebezerra\/wp-json\/wp\/v2\/media?parent=1092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}