{"id":2171,"date":"2024-01-15T09:24:20","date_gmt":"2024-01-15T09:24:20","guid":{"rendered":"https:\/\/see-ec.org\/wordpress\/?post_type=product&#038;p=2171"},"modified":"2025-03-12T14:21:07","modified_gmt":"2025-03-12T19:21:07","slug":"credit-risk-from-zero-to-hero-with-r","status":"publish","type":"product","link":"https:\/\/see-ec.org\/wordpress\/producto\/credit-risk-from-zero-to-hero-with-r\/","title":{"rendered":"Credit Risk from zero to hero with R"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Cuando un cliente aplica a un proceso de cr\u00e9dito, la instituci\u00f3n que presta el dinero procesa la informaci\u00f3n del cliente para tomar una decisi\u00f3n utilizando distintas fuentes de informaci\u00f3n. Es en ese peque\u00f1o momento en el cual se dinamiza la econom\u00eda, sea a trav\u00e9s de la generaci\u00f3n de consumo o actividades productivas. En este curso aprender\u00e1s a utilizar los datos para tomar la decisi\u00f3n de \u00bfa qui\u00e9n prestar? sabiamente. \u00a1Convi\u00e9rtete en un h\u00e9roe del credit scoring aprendiendo t\u00e9cnicas de vanguardia y procedimientos necesarios en la construcci\u00f3n de modelos de riesgo para impulsar el crecimiento de tu entorno!<\/span><\/p>\n<h3>Contenido:<\/h3>\n<ul>\n<li><strong>Contenido te\u00f3rico<\/strong>\n<ul>\n<li>Introducci\u00f3n al riesgo de cr\u00e9dito y los modelos de scoring<\/li>\n<li>An\u00e1lisis exploratorio inicial requerido para un modelo de scoring<\/li>\n<li>Selecci\u00f3n de la muestra de modelamiento<\/li>\n<li>Ingenier\u00eda y selecci\u00f3n de variables candidatas<\/li>\n<li>Desarrollo del modelo<\/li>\n<li>Valoraci\u00f3n y validaci\u00f3n del modelo<\/li>\n<li>Interpretabilidad, modelos de caja negra y legislaci\u00f3n<\/li>\n<\/ul>\n<\/li>\n<li><strong>Contenido en programaci\u00f3n<\/strong>\n<ul>\n<li>Uso de listas y vectores en R<\/li>\n<li>Uso del tidyverse<\/li>\n<li>Uso de tidymodels y sus distintos engines para preparaci\u00f3n de datos, modelamiento y flujos de predicci\u00f3n<\/li>\n<li>Uso de la librer\u00eda performance para evaluar el desempe\u00f1o de modelos<\/li>\n<li>Uso de la librer\u00eda modelStudio para la interpretaci\u00f3n de coeficientes<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<h3>Capacitador<\/h3>\n<h3>Hugo Porras, MSc.<\/h3>\n<p>Ingeniero en ciencias econ\u00f3micas y financieras de la Escuela Polit\u00e9cnica Nacional y m\u00e1ster en inteligencia artificial de la Universidad Internacional de la Rioja. Tiene 4 a\u00f1os de experiencia como cient\u00edfico de datos y 6 en el \u00e1rea de investigaci\u00f3n.<br \/>\nActualmente se desempe\u00f1a como Cient\u00edfico de Datos Senior en Banco Pichincha. Trabaja adem\u00e1s como consultor e investigador independiente en temas relacionados a finanzas de bienes ra\u00edces, econom\u00eda del bienestar, econom\u00eda geogr\u00e1fica e IA aplicada a las ciencias sociales.<\/p>\n","protected":false},"featured_media":2173,"template":"","meta":{"nf_dc_page":"","content-type":"","om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false},"product_brand":[],"product_cat":[28,43],"product_tag":[],"class_list":{"0":"post-2171","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-estadistica-aplicada","7":"product_cat-r","9":"first","10":"outofstock","11":"shipping-taxable","12":"product-type-simple"},"aioseo_notices":[],"uagb_featured_image_src":{"full":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=1000%2C1000&ssl=1",1000,1000,false],"thumbnail":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?resize=150%2C150&ssl=1",150,150,true],"medium":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=300%2C300&ssl=1",300,300,true],"medium_large":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=678%2C678&ssl=1",678,678,true],"large":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=678%2C678&ssl=1",678,678,true],"1536x1536":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=1000%2C1000&ssl=1",1000,1000,true],"2048x2048":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?fit=1000%2C1000&ssl=1",1000,1000,true],"post-thumbnail":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?resize=150%2C150&ssl=1",150,150,true],"gurukul-related":["https:\/\/i0.wp.com\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png?resize=200%2C125&ssl=1",200,125,true],"woocommerce_thumbnail":["https:\/\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R-300x300.png",300,300,true],"woocommerce_single":["https:\/\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R.png",600,600,false],"woocommerce_gallery_thumbnail":["https:\/\/see-ec.org\/wordpress\/wp-content\/uploads\/2024\/01\/CREDIT-RISK-FROM-ZERO-TO-HERO-WITH-R-100x100.png",100,100,true]},"uagb_author_info":{"display_name":"see.ecuador2","author_link":"https:\/\/see-ec.org\/wordpress\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Capacitador Hugo Porras, MSc. Ingeniero en ciencias econ\u00f3micas y financieras de la Escuela Polit\u00e9cnica Nacional y m\u00e1ster en inteligencia artificial de la Universidad Internacional de la Rioja. Tiene 4 a\u00f1os de experiencia como cient\u00edfico de datos y 6 en el \u00e1rea de investigaci\u00f3n. Actualmente se desempe\u00f1a como Cient\u00edfico de Datos Senior en Banco Pichincha. Trabaja&hellip;","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/product\/2171","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/types\/product"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/media\/2173"}],"wp:attachment":[{"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/media?parent=2171"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/product_brand?post=2171"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/product_cat?post=2171"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/see-ec.org\/wordpress\/wp-json\/wp\/v2\/product_tag?post=2171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}