{"id":2203,"date":"2017-09-24T20:51:45","date_gmt":"2017-09-24T23:51:45","guid":{"rendered":"http:\/\/www.geekosas.com\/?p=2203"},"modified":"2017-09-24T21:11:01","modified_gmt":"2017-09-25T00:11:01","slug":"curso-de-data-science-en-r","status":"publish","type":"post","link":"https:\/\/geekosas.com\/index.php\/es\/2017\/09\/24\/curso-de-data-science-en-r\/","title":{"rendered":"Curso de Data Science en R"},"content":{"rendered":"<p>El d\u00eda 20 de Octubre dictare un curso de Data Science Utilizando R.<\/p>\n<p>Los T\u00f3picos revisados ser\u00e1n:<\/p>\n<ul>\n<li><strong>Limpieza de Datos<\/strong><\/li>\n<li><strong>Modelos supervisados\u00a0de clasificaci\u00f3n<\/strong>:\n<ul>\n<li>Regresi\u00f3n log\u00edstica.<\/li>\n<li>Naive Bayes.<\/li>\n<li>\u00c1rboles y Random Forest.<\/li>\n<li>Redes Neuronales.<\/li>\n<li>Grid Search (Calibraci\u00f3n de meta par\u00e1metros).<\/li>\n<li>Evaluaci\u00f3n de modelos de clasificaci\u00f3n.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Modelos no supervisados<\/strong>:\n<ul>\n<li>Reducci\u00f3n de Variables (PCA) -&gt; Ejemplo Aplicado de Replicar Fondo de Inversiones con PCA.<\/li>\n<li>Segmentaci\u00f3n: K-Means.<\/li>\n<li>Reglas de Asociaci\u00f3n.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Aplicaciones web en R:<\/strong>\n<ul>\n<li>Shiny<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Pueden comprar entradas en:\u00a0<a href=\"https:\/\/welcu.com\/metric-learning\/intensivo-de-r-para-data-science\">https:\/\/welcu.com\/metric-learning\/intensivo-de-r-para-data-science<\/a><\/p>\n<p>Cualquier duda, pueden enviarme un correo a danielfm123@gmail.com o a marco@metricars.com<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>El d\u00eda 20 de Octubre dictare un curso de Data Science Utilizando R. Los T\u00f3picos revisados ser\u00e1n: Limpieza de Datos Modelos supervisados\u00a0de clasificaci\u00f3n: Regresi\u00f3n log\u00edstica. <a class=\"mh-excerpt-more\" href=\"https:\/\/geekosas.com\/index.php\/es\/2017\/09\/24\/curso-de-data-science-en-r\/\" title=\"Curso de Data Science en R\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":2206,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1],"tags":[],"class_list":["post-2203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/geekosas.com\/wp-content\/uploads\/2017\/09\/Rprogramming.jpg?fit=1176%2C664&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p8vjqF-zx","jetpack-related-posts":[{"id":2230,"url":"https:\/\/geekosas.com\/index.php\/es\/2017\/10\/21\/como-comparar-el-performance-de-modelos-de-machine-learning\/","url_meta":{"origin":2203,"position":0},"title":"Como comparar el performance de Modelos de Machine Learning","author":"Daniel Fischer","date":"2017-10-21","format":false,"excerpt":"Un v\u00eddeo de este item cubierto en el Curso de Data Science en R. https:\/\/youtu.be\/sKTYMwW3A3o","rel":"","context":"In &quot;Sin categor\u00eda&quot;","block_context":{"text":"Sin categor\u00eda","link":"https:\/\/geekosas.com\/index.php\/category\/sin-categoria\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/geekosas.com\/wp-content\/uploads\/2017\/10\/homepage-scales-min.png?fit=400%2C400&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":828,"url":"https:\/\/geekosas.com\/index.php\/es\/2016\/05\/08\/k-means\/","url_meta":{"origin":2203,"position":1},"title":"Segmentar clientes paso a paso","author":"Daniel Fischer","date":"2016-05-08","format":false,"excerpt":"Anteriormente escrib\u00ed sobre las redes neuronales (click aca para verlo).\u00a0Las redes neuronales y todos los otros \"m\u00e9todos supervisados\" son utilizados 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