{"id":2074,"date":"2020-08-02T00:22:40","date_gmt":"2020-08-02T03:22:40","guid":{"rendered":"http:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/?page_id=2074"},"modified":"2020-08-03T10:56:51","modified_gmt":"2020-08-03T13:56:51","slug":"aprendizado-de-maquina","status":"publish","type":"page","link":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/?page_id=2074","title":{"rendered":"Aprendizado de M\u00e1quina"},"content":{"rendered":"<p><\/p>\n<h4>C\u00f3digo:<\/h4>\n<h4>Obrigat\u00f3ria: n\u00e3o<\/h4>\n<h4>Carga-hor\u00e1ria: 60h<\/h4>\n<h4>Cr\u00e9ditos: 4<\/h4>\n<h4><strong>Ementa:<\/strong><\/h4>\n<div class=\"page\" title=\"Page 42\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 42\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<div class=\"page\" title=\"Page 43\">\n<div class=\"section\">\n<div class=\"layoutArea\">\n<div class=\"column\">\n<p>Introdu\u00e7\u00e3o ao aprendizado de m\u00e1quina. Minera\u00e7\u00e3o de dados. Regress\u00e3o linear. Redes Neurais. Valida\u00e7\u00e3o e compara\u00e7\u00e3o de algoritmos. Aprendizado n\u00e3o supervisionado. Support Vector Machines. Deep Learning.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h4>Bibliografia:<\/h4>\n<ul>\n<li>S. Russell and P. Norvig. Intelig\u00eancia Artificial. Campus, Rio de Janeiro, RJ, 2004.<\/li>\n<li>O. Ludwig Junior and E. M. M. Costa. Redes neurais: fundamentos e aplica\u00e7\u00f5es com programas em c. Ci\u00eancia Moderna, Rio de Janeiro, RJ, 2007.<\/li>\n<li>Z. Michalewicz and D. B. Fogel. How to Solve It: modern heuristics. Springer, Berlin, 2004.<\/li>\n<\/ul>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>C\u00f3digo: Obrigat\u00f3ria: n\u00e3o Carga-hor\u00e1ria: 60h Cr\u00e9ditos: 4 Ementa: Introdu\u00e7\u00e3o ao aprendizado de m\u00e1quina. Minera\u00e7\u00e3o de dados. Regress\u00e3o linear. Redes Neurais. Valida\u00e7\u00e3o e compara\u00e7\u00e3o de algoritmos. Aprendizado n\u00e3o supervisionado. Support Vector Machines. Deep Learning. Bibliografia: S. Russell and P. Norvig. Intelig\u00eancia Artificial. Campus, Rio de Janeiro, RJ, 2004. O. Ludwig Junior and E. M. M. Costa. &hellip; <a href=\"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/?page_id=2074\" class=\"more-link\">Continue lendo <span class=\"screen-reader-text\">Aprendizado de M\u00e1quina<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":182,"featured_media":0,"parent":2013,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/pages\/2074"}],"collection":[{"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/users\/182"}],"replies":[{"embeddable":true,"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2074"}],"version-history":[{"count":1,"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/pages\/2074\/revisions"}],"predecessor-version":[{"id":2075,"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/pages\/2074\/revisions\/2075"}],"up":[{"embeddable":true,"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=\/wp\/v2\/pages\/2013"}],"wp:attachment":[{"href":"https:\/\/cursos.unipampa.edu.br\/cursos\/ppgee\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}