{"id":3453,"date":"2019-06-29T11:07:01","date_gmt":"2019-06-29T16:07:01","guid":{"rendered":"https:\/\/administracion.uniandes.edu.co\/?post_type=curso&#038;p=3453"},"modified":"2022-04-13T19:47:24","modified_gmt":"2022-04-14T00:47:24","slug":"data-mining-with-business-analytics","status":"publish","type":"curso","link":"https:\/\/administracion.uniandes.edu.co\/en\/curso-verano\/data-mining-with-business-analytics\/","title":{"rendered":"Data Mining with Business Analytics"},"featured_media":0,"template":"","meta":{"_acf_changed":false},"area-academica":[69,70],"tematica":[],"ano-curso":[14],"block":[],"class_list":["post-3453","curso","type-curso","status-publish","hentry","area-academica-estrategia-y-emprendimiento","area-academica-finanzas","ano-curso-14"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Mining with Business Analytics - Uniandes<\/title>\n<meta name=\"description\" content=\"Massive collections of data mining are created by businesses, governments, and individuals as a by-product of their activity.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/administracion.uniandes.edu.co\/en\/curso-verano\/data-mining-with-business-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Mining with Business Analytics - 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Therefore, decision-makers and systems depend on intelligent technology to analyze data systematically to improve decision-making.<\/p>\n<p>In this course, our focus is on the ability to understand and translate business challenges into data mining problems and on examining how data analysis technologies can be used to improve decision-making. Therefore, we will emphasize heavily on students obtaining hands-on experience in implementing a range of commonly used data mining techniques by using &#8220;R&#8221;, the widely used programming language, on business analytic problems.<\/p>\n<p>We will study the fundamental principles and techniques of data mining, and we will examine real-world examples and cases to place data-mining techniques in context, to develop data-analytic thinking, and to illustrate that proper application is as much an art as it is a science.<\/p>\n","universidad":"Auburn University (USA)","logo_universidad":{"ID":3455,"id":3455,"title":"auburn-university","filename":"auburn-university.jpeg","filesize":12154,"url":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","link":"https:\/\/administracion.uniandes.edu.co\/en\/curso-verano\/data-mining-with-business-analytics\/auburn-university-2\/","alt":"Auburn University","author":"7","description":"","caption":"","name":"auburn-university-2","status":"inherit","uploaded_to":3453,"date":"2021-11-10 16:08:02","modified":"2021-11-10 16:08:10","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/administracion.uniandes.edu.co\/wp-includes\/images\/media\/default.png","width":179,"height":179,"sizes":{"thumbnail":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university-150x150.jpeg","thumbnail-width":150,"thumbnail-height":150,"medium":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","medium-width":179,"medium-height":179,"medium_large":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","medium_large-width":179,"medium_large-height":179,"large":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","large-width":179,"large-height":179,"1536x1536":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","1536x1536-width":179,"1536x1536-height":179,"2048x2048":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/auburn-university.jpeg","2048x2048-width":179,"2048x2048-height":179}},"profesor":"Nedret Billor","acerca_profesor":"<p><strong>Nedret Billor<\/strong><span> <\/span>is professor of Statistics in the Department of Mathematics and Statistics at Auburn University, Alabama. 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Dr. Billor is the associate editor of Communications in Statistics in Theory and Methods and Simulation and Computation She has advised numerous Ph.D.\/M.Sc. students and served on numerous interdisciplinary graduate committees.<\/p>\n<p>She was awarded numerous research and instruction grants grant activities.<\/p>\n","cv_profesor":{"ID":3457,"id":3457,"title":"cv-nedret-billor","filename":"cv-nedret-billor.pdf","filesize":197740,"url":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/cv-nedret-billor.pdf","link":"https:\/\/administracion.uniandes.edu.co\/en\/curso-verano\/data-mining-with-business-analytics\/cv-nedret-billor-2\/","alt":"","author":"7","description":"Cv Nedret Billor","caption":"","name":"cv-nedret-billor-2","status":"inherit","uploaded_to":3453,"date":"2021-11-10 16:08:48","modified":"2021-11-10 16:08:53","menu_order":0,"mime_type":"application\/pdf","type":"application","subtype":"pdf","icon":"https:\/\/administracion.uniandes.edu.co\/wp-includes\/images\/media\/document.png"},"horario":"July 2 \u2013 July 12 (9:00 am \u2013 12:00 m)<br \/>\r\nSaturday July 6 (9:00 am \u2013 12:00 m)","temario":{"ID":3459,"id":3459,"title":"data-mining-with-business-analytics","filename":"data-mining-with-business-analytics.pdf","filesize":401865,"url":"https:\/\/administracion.uniandes.edu.co\/wp-content\/uploads\/2021\/11\/data-mining-with-business-analytics.pdf","link":"https:\/\/administracion.uniandes.edu.co\/en\/curso-verano\/data-mining-with-business-analytics\/data-mining-with-business-analytics-2\/","alt":"","author":"7","description":"Data Mining With Business Analytics","caption":"","name":"data-mining-with-business-analytics-2","status":"inherit","uploaded_to":3453,"date":"2021-11-10 16:09:20","modified":"2021-11-10 16:09:25","menu_order":0,"mime_type":"application\/pdf","type":"application","subtype":"pdf","icon":"https:\/\/administracion.uniandes.edu.co\/wp-includes\/images\/media\/document.png"},"modalidad":"","otro_profesor":false},"_links":{"self":[{"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/curso\/3453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/curso"}],"about":[{"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/types\/curso"}],"wp:attachment":[{"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/media?parent=3453"}],"wp:term":[{"taxonomy":"area-academica","embeddable":true,"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/area-academica?post=3453"},{"taxonomy":"tematica","embeddable":true,"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/tematica?post=3453"},{"taxonomy":"ano-curso","embeddable":true,"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/ano-curso?post=3453"},{"taxonomy":"block","embeddable":true,"href":"https:\/\/administracion.uniandes.edu.co\/en\/wp-json\/wp\/v2\/block?post=3453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}