{"id":13454,"date":"2021-04-28T00:10:28","date_gmt":"2021-04-28T00:10:28","guid":{"rendered":"https:\/\/www.tun.com\/courses\/2019\/12\/23\/data-models-and-decisions-in-business-analytics\/"},"modified":"2023-06-27T01:25:29","modified_gmt":"2023-06-27T01:25:29","slug":"data-models-and-decisions-in-business-analytics","status":"publish","type":"post","link":"https:\/\/www.tun.com\/courses\/data-models-and-decisions-in-business-analytics\/columbiax\/","title":{"rendered":"Data, Models and Decisions in Business Analytics"},"content":{"rendered":"<div class=\"single_post\" style=\"margin-top:16px;\";>\n<div class=\"post-single-content box mark-links entry-content\">\n<div class=\"thecontent\">\n<h2>Description<\/h2>\n<p>In today&rsquo;s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. The main objectives of this course are the following:  Introduce fundamental techniques towards a principled approach for data-driven decision-making. Quantitative modeling of dynamic nature of decision problems using historical data, and Learn various approaches for decision-making in the face of uncertainty  Topics covered include probability, statistics, regression, stochastic modeling, and linear, nonlinear and discrete optimization. Most of the topics will be presented in the context of practical business applications to illustrate its usefulness in practice.<\/p>\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<h2 class=\"has-text-align-center\">Price: FREE to audit!<\/h2>\n<div style=\"height:45px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<div class=\"wp-block-button aligncenter\"><a class=\"wp-block-button__link has-text-color has-very-light-gray-color has-background has-vivid-red-background-color\" href=\"https:\/\/www.edx.org\/course\/data-models-and-decisions-in-business-analytics\">View Class<\/a><\/div>\n<div style=\"height:55px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column\">\n<\/div>\n<p>Data, Models and Decisions in Business Analytics through edX, a platform for education founded by Harvard and MIT.<\/p>\n<\/div>\n<p style=\"background-color:#496d89\" class=\"has-text-color has-background has-text-align-center has-very-light-gray-color\"><a href=\"https:\/\/www.edx.org\/course\/data-models-and-decisions-in-business-analytics\">Data, Models and Decisions in Business Analytics<strong> &#8211; <\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Description In today&rsquo;s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. The main objectives of this course are the following: Introduce fundamental techniques towards a principled approach for data-driven [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":17968,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[15],"tags":[],"class_list":["post-13454","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columbiax"],"aioseo_notices":[],"uagb_featured_image_src":{"full":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg",378,225,false],"thumbnail":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_-150x150.jpg",150,150,true],"medium":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_-300x179.jpg",300,179,true],"medium_large":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg",378,225,false],"large":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg",378,225,false],"1536x1536":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg",378,225,false],"2048x2048":["https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg",378,225,false]},"uagb_author_info":{"display_name":"Axiom Pegasus","author_link":"https:\/\/www.tun.com\/courses\/author\/magic\/"},"uagb_comment_info":0,"uagb_excerpt":"Description In today&rsquo;s world, managerial decisions are increasingly based on data-driven models and analysis using statistical and optimization methods that have dramatically changed the way businesses operate in most domains including service operations, marketing, transportation, and finance. The main objectives of this course are the following: Introduce fundamental techniques towards a principled approach for data-driven&hellip;","featured_media_src_url":"https:\/\/www.tun.com\/courses\/wp-content\/uploads\/2019\/12\/d6c9f72a-ccb1-4a5d-9d82-9d64dec0ba6b-32bc5c45f45e.small_.jpg","_links":{"self":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts\/13454","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/comments?post=13454"}],"version-history":[{"count":0,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/posts\/13454\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/media\/17968"}],"wp:attachment":[{"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/media?parent=13454"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/categories?post=13454"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tun.com\/courses\/wp-json\/wp\/v2\/tags?post=13454"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}