{"id":15882,"date":"2018-02-23T00:00:00","date_gmt":"2018-02-22T23:00:00","guid":{"rendered":"https:\/\/business.uc3m.es\/\/news-master\/machine-learning-course\/"},"modified":"2026-01-28T08:46:52","modified_gmt":"2026-01-28T07:46:52","slug":"curso-de-machine-learning","status":"publish","type":"news-master","link":"https:\/\/business.uc3m.es\/en\/news-master\/curso-de-machine-learning\/","title":{"rendered":"Machine Learning Course"},"content":{"rendered":"<p>From February 20th to March 8th, every Tuesday and Thursday, the second grade students of the Master in Actuarial and Financial Sciences can attend to a Machine Learning course on the Puerta de Toledo campus, which will be held by Jos\u00e9 Garrido, proffesor of the University of Concordia in Canada and who is now doing and investigation stay on the Carlos III University for a year.\u00a0<\/p>\n<p><span style=\"color: inherit;\">This course has an extended program, where a big amount of topics about Machine Learning will be taught. You can see the whole program right below:\u00a0<\/span><\/p>\n<p><span style=\"color: inherit;\">Week 1:\u00a0<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; The uses of Predictive Analyrics and Machine Learning<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; The Decision Tress methods<\/span><\/p>\n<p><span style=\"color: inherit;\">Week 2:\u00a0<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; The Random Forest algorithims<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; The\u00a0<\/span>Stochastic Gradiant Boosting algorithims<\/p>\n<p><span style=\"color: inherit;\">Week 3:\u00a0<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; Non-linear regression with splines (MARS)<\/span><\/p>\n<p><span style=\"color: inherit;\">&#8211; Students lectures of a work with CART, TreeNet or Random Fest<br \/><\/span><\/p>\n","protected":false},"featured_media":15464,"template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"class_list":["post-15882","news-master","type-news-master","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/business.uc3m.es\/en\/wp-json\/wp\/v2\/news-master\/15882","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/business.uc3m.es\/en\/wp-json\/wp\/v2\/news-master"}],"about":[{"href":"https:\/\/business.uc3m.es\/en\/wp-json\/wp\/v2\/types\/news-master"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/business.uc3m.es\/en\/wp-json\/wp\/v2\/media\/15464"}],"wp:attachment":[{"href":"https:\/\/business.uc3m.es\/en\/wp-json\/wp\/v2\/media?parent=15882"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}