{"id":2684,"date":"2024-04-28T11:15:30","date_gmt":"2024-04-28T15:15:30","guid":{"rendered":"https:\/\/www.bu.edu\/questrom\/?page_id=2684"},"modified":"2024-11-06T09:34:15","modified_gmt":"2024-11-06T14:34:15","slug":"analytics","status":"publish","type":"page","link":"https:\/\/www.bu.edu\/questrom\/about\/analytics\/","title":{"rendered":"Analytics@Questrom"},"content":{"rendered":"<div class=\"wp-block-amp-picture--cover alignfull hero-image-banner wp-block-amp-picture\">\n\t<picture\n\t\tclass=\"wp-block-amp-picture__picture\"\n\t\t\t\t\tstyle=\"width: auto; max-width: 100%;\"\n\t\t\t>\n\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Screenshot-2024-04-25-at-9.13.03-PM-1920x795.png\" media=\"(min-width: 1920px)\" \/>\n\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Screenshot-2024-04-25-at-9.13.03-PM-1440x596.png\" media=\"(min-width: 1080px)\" \/>\n\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Screenshot-2024-04-25-at-9.13.03-PM.png\" media=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t<img\n\t\tid=\"wp-block-amp-picture-6a3a1c145bda6\"\n\t\t\tsrc=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Screenshot-2024-04-25-at-9.13.03-PM-768x496.png\"\n\t\t\tclass=\"wp-block-amp-picture__image wp-block-amp-picture__image--cover\"\n\t\t\talt=\"Students gathering around a computer screen during a lesson\"\n\t\t\t\t\t\/>\n\t\t\t\t<div class=\"wp-block-amp-picture__overlay\" style=\"opacity: 0.6\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n\t\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull hero-image-banner__group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group hero-image-banner__columns is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-12f0d32a wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group alignfull wp-container-content-9cfa9a5a is-layout-flow wp-container-core-group-is-layout-1322f107 wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-1f8ac0a3 wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading hero-image-banner__heading has-white-color has-text-color has-h-1-font-size\" style=\"line-height:0.9;text-transform:uppercase\">Analytics At Questrom<\/h1>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-7925b49a wp-block-group-is-layout-constrained\">\n<p class=\"hero-image-banner__heading has-white-color has-text-color\">Real business scenarios with real stakes prepare our students to take charge in an ever-evolving world.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n<\/div>\n\n<style>\n\t#wp-block-amp-picture-6a3a1c145bda6 {\n\t\tobject-position: 50% 50%;\n\t}\n\t\t@media screen and (min-width: 768px) {\n\t\t#wp-block-amp-picture-6a3a1c145bda6 {\n\t\t\tobject-position: 50% 50%;\n\n\t\t}\n\t}\n\t\t\t\t@media screen and (min-width: 1080px) {\n\t\t#wp-block-amp-picture-6a3a1c145bda6 {\n\t\t\tobject-position: 50% 50%;\n\n\t\t}\n\t}\n\t\t\t\t@media screen and (min-width: 1920px) {\n\t\t#wp-block-amp-picture-6a3a1c145bda6 {\n\t\t\tobject-position: 50% 50%;\n\n\t\t}\n\t}\n\t\t\t<\/style>\n\n\n\n<div class=\"wp-block-group alignfull hero-slider has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group community-heading wp-container-content-e7bfab89 is-vertical is-layout-flex wp-container-core-group-is-layout-864899b7 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-c4d06299 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-h-1-font-size\" style=\"line-height:0.9\">Analytics At Questrom <\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-c4d06299 wp-block-group-is-layout-constrained\">\n<p class=\"has-p-2-font-size\">The integration of analytics into the curriculum is a strategic response to the rapidly transforming global business landscape, which now places unprecedented value on data-driven decision-making. In an era where big data, artificial intelligence, and predictive analytics are not just buzzwords but critical tools for competitive advantage, Questrom aims to equip its students with the skills necessary to thrive in this new environment. Moreover, this focus on analytics underscores a commitment to fostering a mindset of continuous learning and innovation among students. In a world where the only constant is change, the ability to leverage data effectively is a skill that will empower students to navigate and shape their future careers proactively. This change is about more than just imparting technical skills; it&#8217;s about preparing a new generation of business leaders who are analytical, insightful, and ready to tackle the complex challenges of the 21st-century business world<br><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group hero-slider-card is-style-rounded-top-left-and-bottom-right has-teal-03-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-21e5f578 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"hero-slider-card__value has-questrom-red-color has-text-color has-heading-narrow-font-family has-h-1-font-size\" style=\"line-height:1\">#10<\/p>\n\n\n\n<p class=\"hero-slider-card__description has-heading-font-family has-h-6-font-size\" style=\"font-weight:500;line-height:1.5\">Business Analytics Program in US<\/p>\n\n\n\n<p class=\"hero-slider-card__reference has-primary-font-family has-small-font-size\" style=\"font-weight:400;line-height:1.8\">2023 QS Business Masters Rankings<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull hero-slider has-gray-01-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-group hero-slider__container has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading alignfull hero-slider__title has-h-1-font-size\">Meet the Demand<\/h2>\n\n\n\n<p>While AI and Analytics are booming, organizations struggle to find talent with the right balance of technical acumen and business knowledge. With companies across all industries utilizing business analytics to inform strategies and boost business performance, this growing field has become indispensable\u2014and highly desirable. In today\u2019s business world, data is the new oil and Questrom will prepare you to take the industry by storm.<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9\" class=\"wp-block-emay-gutenberg-slider alignfull hero-slider__wrapper\"><div class=\"swiper\"><div class=\"swiper-wrapper\">\n<div class=\"swiper-slide\">\n<div class=\"wp-block-group hero-slider-card is-style-rounded-top-left-and-bottom-right has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-21e5f578 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"hero-slider-card__value has-questrom-red-color has-text-color has-heading-narrow-font-family has-h-1-font-size\" style=\"line-height:1\">Top 6<\/p>\n\n\n\n<p class=\"hero-slider-card__description has-heading-font-family has-h-6-font-size\" style=\"font-weight:500;line-height:1.5\">Boston named a Top 6 hub for data science<\/p>\n\n\n\n<p class=\"hero-slider-card__reference has-primary-font-family has-small-font-size\" style=\"font-weight:400;line-height:1.8\">LinkedIn<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"swiper-slide\">\n<div class=\"wp-block-group hero-slider-card is-style-rounded-top-left-and-bottom-right has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-21e5f578 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"hero-slider-card__value has-questrom-red-color has-text-color has-heading-narrow-font-family has-h-1-font-size\" style=\"line-height:1\">$15.7 T<\/p>\n\n\n\n<p class=\"hero-slider-card__description has-heading-font-family has-h-6-font-size\" style=\"font-weight:500;line-height:1.5\">Economic Impact due to AI adoption by 2030.<\/p>\n\n\n\n<p class=\"hero-slider-card__reference has-primary-font-family has-small-font-size\" style=\"font-weight:400;line-height:1.8\">PwC<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"swiper-slide\">\n<div class=\"wp-block-group hero-slider-card is-style-rounded-top-left-and-bottom-right has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-21e5f578 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"hero-slider-card__value has-questrom-red-color has-text-color has-heading-narrow-font-family has-h-1-font-size\" style=\"line-height:1\">29%<\/p>\n\n\n\n<p class=\"hero-slider-card__description has-heading-font-family has-h-6-font-size\" style=\"font-weight:500;line-height:1.5\">Increase in demand for data scientists<\/p>\n\n\n\n<p class=\"hero-slider-card__reference has-primary-font-family has-small-font-size\" style=\"font-weight:400;line-height:1.8\">Indeed<\/p>\n<\/div>\n<\/div>\n<\/div><button type=\"button\" class=\"swiper-button-prev\"><\/button><button type=\"button\" class=\"swiper-button-next\"><\/button><div class=\"swiper-pagination\"><\/div><\/div><\/div>\n<style>\n  #slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9 > .swiper > .swiper-wrapper > .swiper-slide {\n    width: 100%  }\n<\/style>\n<script>\n  if( typeof swiperOpts === 'undefined' ) {\n    var swiperOpts = {};\n  }\n\n  swiperOpts['slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9'] = {\n    simulateTouch: true,\n    keyboard: {\n      enabled: true\n    },\n    navigation: {\n      nextEl: \"#slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9 > .swiper > .swiper-button-next\",\n      prevEl: \"#slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9 > .swiper > .swiper-button-prev\",\n      enabled: false,\n    },\n    pagination: {\n      el: \"#slider-b60858ea-b805-413f-8dbf-c13ed0bfa4a9 > .swiper > .swiper-pagination\",\n      type: \"bullets\",\n      enabled: true,\n      clickable: true,\n    },\n    autoHeight: false,\n    autoplay: {\n      enabled: false,\n      delay: 3000    },\n    freeMode: {\n      enabled: false    },\n    loop: true,\n    slidesPerView: 1,\n    slidesPerGroup: 1,\n    speed: 300,\n    effect: \"slide\",\n    spaceBetween: 20,\n    centeredSlides: false,\n    breakpoints: {\n      768: { spaceBetween: 20, slidesPerView: 3, slidesPerGroup: 3, navigation: { enabled: true}, pagination: { enabled: true }, loop: false },1080: { spaceBetween: 48, slidesPerView: 3, slidesPerGroup: 3, navigation: { enabled: true}, pagination: { enabled: true }, loop: false },    },\n    watchSlidesProgress: true,\n    a11y: true,\n    disableAutoplayOnInteraction: false  };\n<\/script><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"832\" height=\"579\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Baycik.webp\" alt=\"Headshot of Professor Orkun Baycik\" class=\"wp-image-2709\" style=\"width:405px;height:auto\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Baycik.webp 832w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Baycik-300x209.webp 300w\" sizes=\"auto, (max-width: 832px) 100vw, 832px\" \/><\/figure>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-amp-blockquote\" style=\"border-left-color:var(--wp--preset--color--questrom-teal);border-left-width:2px\">\n<p class=\"has-heading-font-family has-h-6-font-size\">\u201cMy research is at the intersection of analytics, operations, and supply chain management. The field of analytics in this context captivates me as organizations digitalize their operations due to technological advancements, evolving customer demands, and the profound repercussions of the COVID-19 pandemic. This transformation leads to an increased volume of data collection, which presents a particularly valuable opportunity to leverage analytics.\u201c<\/p>\n\n\n\n<footer class=\"wp-block-amp-blockquote-footer\">\n<cite class=\"wp-block-amp-blockquote-cite\">\n<p class=\"has-questrom-red-color has-text-color has-heading-font-family has-h-6-font-size\" style=\"margin-top:0;margin-left:var(--wp--preset--spacing--10);font-weight:500\">&#8211; Orkun Baycik<\/p>\n<\/cite>\n\n\n\n<p class=\"has-p-2-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:300;line-height:1.5\">Clinical Assistant Professor<br>Markets, Public Policy, and Law<br>Boston University Questrom School of Business<\/p>\n<\/footer>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/11\/feat-22-1721-CDSOPEN-230-768x512-1.jpg\" alt=\"\" class=\"wp-image-12690\" style=\"width:405px;height:auto\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/11\/feat-22-1721-CDSOPEN-230-768x512-1.jpg 768w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/11\/feat-22-1721-CDSOPEN-230-768x512-1-300x200.jpg 300w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/11\/feat-22-1721-CDSOPEN-230-768x512-1-700x467.jpg 700w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<blockquote class=\"wp-block-amp-blockquote\" style=\"border-left-color:var(--wp--preset--color--questrom-teal);border-left-width:2px\">\n<p class=\"has-heading-font-family has-h-6-font-size\">\u201cWe are in a data-driven revolution, and Boston University is committed to leading in this revolution and to bringing computing and data science into all of our academic disciplines, not only to build applications, but to shape its ethical use in those applications.\u201d<\/p>\n\n\n\n<footer class=\"wp-block-amp-blockquote-footer\">\n<cite class=\"wp-block-amp-blockquote-cite\">\n<p class=\"has-questrom-red-color has-text-color has-heading-font-family has-h-6-font-size\" style=\"margin-top:0;margin-left:var(--wp--preset--spacing--10);font-style:normal;font-weight:500\">&#8211; BU President Robert A. Brown<\/p>\n\n\n\n<p class=\"has-p-2-font-size\"><em>Ribbon cutting officially opening the Center for Computing &amp; Data Sciences <\/em><\/p>\n<\/cite>\n<\/footer>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group community-heading wp-container-content-e7bfab89 is-vertical is-layout-flex wp-container-core-group-is-layout-eda104c9 wp-block-group-is-layout-flex\" style=\"padding-right:var(--wp--preset--spacing--40);padding-left:var(--wp--preset--spacing--40)\">\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-c4d06299 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-h-1-font-size\" style=\"line-height:0.9\">Data Analytics Courses<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-c4d06299 wp-block-group-is-layout-constrained\">\n<p class=\"has-p-2-font-size\">In finance, healthcare, marketing, tech \u2014 virtually all industries \u2014 the ability to analyze data, extract insights, and make informed decisions is crucial. By embedding analytics into the curriculum, Questrom is both meeting current demands and anticipating future trends. This forward-looking approach ensures graduates are prepared not just for today\u2019s roles but adaptable to tomorrow\u2019s evolving industries.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group hero-slider-card is-style-rounded-top-left-and-bottom-right has-teal-03-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-21e5f578 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0\">\n<p class=\"hero-slider-card__value has-questrom-red-color has-text-color has-heading-narrow-font-family has-h-1-font-size\" style=\"line-height:1\">45+<\/p>\n\n\n\n<p class=\"hero-slider-card__description has-heading-font-family has-h-6-font-size\" style=\"font-weight:500;line-height:1.5\">Analytics-related courses<\/p>\n\n\n\n<p class=\"hero-slider-card__reference has-primary-font-family has-small-font-size\" style=\"font-weight:400;line-height:1.8\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-amp-collapsible collapsible-group\">\n<div class=\"wp-block-amp-collapsible-item collapsible\">\n<button id=\"68949a11-61c0-415a-89d2-5a119eaa0d76-toggle\" type=\"button\" aria-expanded=\"false\" aria-controls=\"68949a11-61c0-415a-89d2-5a119eaa0d76-content\" class=\"wp-block-amp-collapsible-toggle collapsible__toggle\"><span class=\"collapsible__icon\"><\/span>\n<h3 class=\"wp-block-heading has-text-align-left has-h-6-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:500\">MBA+ MS in Digital Technology<\/h3>\n<\/button>\n\n\n\n<div id=\"68949a11-61c0-415a-89d2-5a119eaa0d76-content\" role=\"region\" aria-labelledby=\"68949a11-61c0-415a-89d2-5a119eaa0d76-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"is841-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"is841-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Advanced Business Analytics: Data Mining <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"is841-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"is841-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: is841<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The widespread proliferation of IT-influenced economic activity leaves behind a rich trail of micro-level data about consumer, supplier and competitor preferences. This has led to the emergence of a new form of competition based on the extensive use of analytics, experimentation, and fact-based decision making. In virtually every industry the competitive strategies organizations are employing today rely extensively on data analysis to predict the consequences of alternative courses of action, and to guide executive decision making. This course provides a hands-on introduction to the concepts, methods and processes of business analytics. We will learn how to obtain and draw business inferences from data by asking the right questions and using the appropriate tools. Topics to be covered include data preparation, data visualization, data mining, text mining, recommender systems as well as the overall process of using analytics to solve business problems, its organizational implications and pitfalls. Students will work with real world business data and analytics software. Where possible cases will used to motivate the topic being covered. Prior courses in data management and statistics will be helpful but not required.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS843-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS843-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Big Data Analytics &amp; Distributed Computation: Methods &amp; Applications<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS843-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS843-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS843<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This Level 3 analytics course will cover how to perform statistical analysis of large datasets that do not fit on a single computer. We will design a Hadoop cluster on Google Cloud Platform to analyze these datasets. Utilizing Spark, Hive, and other technologies, students will write scripts to process the data, generate reports and dashboards, and incorporate common business applications. Students will learn how to use these tools through Jupyter Notebooks and experience the power of combining live code, equations, visualizations, and narrative text. Employer interest in these skills is very high.  Basic programming in python (e.g. IS717\/IS756), and basic analytics (e.g. IS833\/IS834) are prerequisite. <\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS860-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS860-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Analytics Consulting: Data-Driven Business Solutions<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS860-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS860-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS860<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This Level 3 analytics course will introduce concepts, methods, and processes of data mining and machine learning within projects that have been sponsored by partner companies. Through practice in this live setting, we will develop our analytical problem solving skills, and understand how to organize and manage agile analytical projects in the most realistic possible situation. We will learn how to collect, wrangle, and analyze both primary and secondary data sources in multiple business contexts and apply this knowledge to the client data. We will also learn how to communicate the essential elements of our analytic efforts to C-suite level consumers by delivering our recommendations through a business intelligence dashboard.  <\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS889-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS889-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Management<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS889-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS889-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS889<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">Examines the data communication hardware and software characteristics that are relevant to the applications software designer. A general overview of communications network design is presented. Topics covered include issues in the design and use of both local area networks and wide area networks. The impact of communications technology on organizations as well as trends in the communications industry are studied.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS842-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS842-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Information Technology &amp; Society<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS842-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS842-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS842<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This seminar focuses on computerization and change in a postindustrial society, including an in-depth look at computers as they relate to productivity in workplaces, social progress, public pol-icy, privacy, safety and moral values.  This course is designed to help students understand the range of impacts that computing has now and can have when used by business, public agencies, and individuals.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM870-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM870-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">R Bootcamp<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM870-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM870-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM870<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course teaches students the core elements of the R programming language. Students will also explore popular methods and principles in data analysis and data visualization.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS833-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS833-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Introduction to Data Analytics in Python<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS833-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS833-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS833<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course will introduce students to programming-based tools and techniques for becoming analytically-minded managers. The course covers both a hands-on introduction to the concepts, methods and processes of business analytics as well as an introduction to the use of analytics as the basis for creating a competitive advantage. We will review variables, data types, conditionals, loops, and functions, and use these to introduce data structures, including DataFrames.  We will also cover reading and writing raw files and the core APIs in analysis and visualization. With the basics under our belt, we will complement it with some of the most popular libraries for data analysis in Python, such as Pandas and Numpy for data manipulation, Matplotlib and Seaborn for visualization, and Jupyter Notebook for reporting. These packages will facilitate workflow and enhance the basic Python functionalities. Using them, one can effortlessly clean up a dataset, create elaborate plots, analyze and summarize the data, and produce presentable reports. Throughout the final project, we will learn to extract value from data by asking the right questions and using the appropriate analytical methods and tools. These methods comprise data preprocessing, explanatory analysis, and machine learning techniques. Prior programming experience in Python is required.\r\n<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS811-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS811-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Generative AI: Responsible AI for Business Analytics<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS811-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS811-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS811<\/p>\n\t\t\t\t\t\t<p class=\"course__description\"><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS876-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS876-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">E-Business Programming Tools and Implementation<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS876-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS876-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS876<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course focuses on the programming tools used in e-business related applications such as; JavaScript; DTML; ASP.  This will give students hands on experience on both the web client side as well as the server side interfacing with backened databases.  This is a technical and hand-on programming course that is suited for the more technical students.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-amp-collapsible-item collapsible\">\n<button id=\"f7a76beb-444f-47e5-a221-1f13b26c7139-toggle\" type=\"button\" aria-expanded=\"false\" aria-controls=\"f7a76beb-444f-47e5-a221-1f13b26c7139-content\" class=\"wp-block-amp-collapsible-toggle collapsible__toggle\"><span class=\"collapsible__icon\"><\/span>\n<h3 class=\"wp-block-heading has-text-align-left has-h-6-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:500\">MS in Business Analytics<\/h3>\n<\/button>\n\n\n\n<div id=\"f7a76beb-444f-47e5-a221-1f13b26c7139-content\" role=\"region\" aria-labelledby=\"f7a76beb-444f-47e5-a221-1f13b26c7139-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA755-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA755-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Describing, Analyzing, and Using Data<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA755-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA755-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA755<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course focuses on how to learn from data, specifically to 1) organize, portray, and summarize data; 2) assess the validity of conclusions that have been drawn from statistical analyses to support business (and other) decisions; and 3) recognize the extent to which variation characterizes products and processes, and understand the implications of variation on organizational decisions when interpreting data. Students will increase their understanding of the use of probabilities to reflect uncertainty; how to interpret data in light of uncertainty to assess risk; and how to build and interpret regression models, which can be used to inform core business and organizational decisions.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA765-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA765-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Introduction to Programming for Data Science<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA765-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA765-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA765<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course will cover the fundamentals of programming for data science using R, the command line, and version control. These skills will be reinforced via lectures and hands-on exercises focused on elevating common programming challenges and highlight best practices.  The aim of this course is to provide the pathway to fluency in the tools required to analyze data and fully manage data science projects both as an individual contributor as well as in team settings.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA775-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA775-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Analytics Toolbox<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA775-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA775-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA775<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course will primarily focus on data and the key techniques that are necessary when working programmatically. Data is obtained from a data source; students will learn how to work with the most common data sources and how to load it into R. Once the data is loaded and before it can be analyzed one needs to apply a series of steps known as data munging to get a tidy and workable dataset.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA780-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA780-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Introduction to Data Analytics<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA780-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA780-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA780<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">Further development of the concepts introduced in Introduction to Data Analytics I. Data munging will be the core of this course, where students will learn how to clean the data, handle missing values, perform data transformations and manipulations, and prepare it for analysis. Through learning data visualization, exploratory techniques, and summarizing methods students will become competent to perform exploratory data analysis. These techniques are typically applied before any modeling begins and can help to confirm the validity of the original business question or to refine it. They are also stepping stones in informing the development of more complex statistical models. The course will conclude with creating data reports and interactive dashboards, two major communication tools required in any data science project.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA810-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA810-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Supervised Machine Learning <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA810-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA810-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA810<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The internet has become a ubiquitous channel for reaching consumers and gathering massive amounts of business-intelligence data. This course will teach students how to perform hands-on analytics on such datasets using modern supervised machine learning techniques through series a lectures and in- class exercises. Students will analyze data using the R programming language, derive actionable insights from the data, and present their findings. The goal of the course is to create an understanding of modern analytics methods, and the types of problems they can be applied to. The course is open to students with or without a technical background who are interested in analytics. While no prior programming experience is required, students will learn the fundamentals of the R programming language to build and test predictive models.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA820-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA820-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Unsupervised and Unstructured Machine Learning <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA820-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA820-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA820<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">It has been reported that as much as eighty percent of the world\u2019s data is unstructured.  This course will cover the methods being applied to both unstructured and unlabeled datasets.  Through a series of lectures and hands-on exercises, students will examine the techniques to unlock insights from data that appear to lack a known outcome.  The goal of this course is to compare and contrast the application of various methods being applied today and provide the foundation to develop impactful insights from these datasets.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA830-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA830-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Experimentation and Causal Methods <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA830-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA830-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA830<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course teaches students how to measure impact in business situations and how to evaluate others\u2019 claims of impact. We will draw on a branch of statistics called causal inference that studies when data can be used to measure cause and effect. The course will begin by discussing randomized controlled trials, the most reliable way of measuring effects, and will move onto other methods that can be used when experiments are not feasible or unavailable. We will learn how to implement these methods in R. Causal inference has become especially important for digital businesses because they are often able to run experiments and to harness \u2018big data\u2019 to make decisions. We will illustrate the methods we learn with examples drawn from digital businesses such as Airbnb, Ebay, and Uber and through topic areas such as price targeting, balancing digital marketplaces, reputation systems, measuring influence in social networks, and algorithmic design. We will also use data from other business and social science applications.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA886-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA886-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Analytics Project 1<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA886-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA886-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA886<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The analytics project will allow students to work on a data project in a team setting. The goal is for the students to solve a real-world problem using the knowledge, tools, and techniques acquired throughout the program and show their skills to potential employers. This course spans across the degree program and requires multi-semester effort. <\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA840-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA840-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Ethics: Analytics in Social Context <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA840-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA840-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA840<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This class examines ethical issues of data, data science, and algorithms.  We consider unintended consequences and transparency of algorithms, phenomena such as mass personalization and experimentation, and examine competing ideas about privacy and the sometimes blurry line between the private and the public spheres in the digital age. The course is intended to place analytics in a social context and equip students to anticipate and understand the ethical tradeoffs they will be making in the process of doing analytical work.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA860-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA860-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Topics in Digital Marketing Analytics <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA860-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA860-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA860<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This is an introductory course on Digital Marketing emphasizing analytics that seeks to familiarize students with digital marketing tactics. At the heart of marketing lies consumers and their marketing journey through the stages of awareness, intent, conversion and finally retention. In this course, we will learn how digital has revolutionized the interactions between firms and consumers along this journey. Digital offers powerful tactics to reach consumers along the funnel: online display ads raise awareness, search listings reach consumers with intent, on-site e-commerce marketing facilitate conversion, and social medial both energizes and retains customers.\r\n<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA865-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA865-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Advanced Analytics Topics<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA865-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA865-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA865<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course will introduce you to the Python programming language and the ecosystem of software packages needed for Data Science and to build and train Neural Networks in Python, including: NumPy, Pandas, SKlearn, and PyTorch. After reviewing key Python building blocks, the course will focus on Neural Networks and Deep learning Concepts and implementation in PyTorch.\r\n This is an intensive course and the majority of it will be presented through interactive python notebooks (Google Colab).\r\n<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA870-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA870-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Topics in Financial Analytics <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA870-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA870-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA870<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This is an introductory course on Financial Analytics providing students with knowledge about key \u201cfinancial\u201d concepts (financial accounting, financial statements, managerial accounting, corporate finance, and investments) so that they can intelligently apply their prior analytics knowledge and tools to real-world financial applications. <\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA875-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA875-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Topics in Operations and Supply Chain Analytics <\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA875-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA875-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA875<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This is an introductory course on principles, methods, and techniques used in operations and supply chain analytics. Emphasis is given on the big data age where firms are continuously designing, assessing, and improving the systems that create and deliver their products and services. Students will learn visual representation techniques to enhance their understanding of complex data and models. Such visual techniques will be paired with network analysis to better identify patterns, trends and differences from datasets across categories, space, and time. The course will also draw on real-world applications to demonstrate their use in a variety of contexts.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA880-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA880-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">People Analytics<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA880-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA880-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA880<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course focuses on developments in People Analytics, an evolving data-driven approach to employee decisions and practices. The course covers theory, practice, and methods that are critical for addressing people-related challenges at companies, such as hiring, retaining, evaluating, rewarding performance, and managing teams and social networks, to name a few. By drawing on the latest company practices, research, and cases studies, this course will help you apply people analytics to achieve organizational objectives and to advance in your own career.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA885-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA885-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Advanced Analytics 2<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA885-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA885-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA885<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">In this course we will open the neural network (NN) &quot;black box&quot; and examine how these mathematical modeling tools evolved to become the powerful data analysis engines that many companies rely on today. We will start with simple, comprehensible, few neuron models that we can build from scratch on our devices, and byte by byte grow our skills to understand and manipulate the enterprise-scale networks with complex architectures that are currently used in businesses ranging from Alpha-Go to Tesla. As we explore the mathematical and computational representations of different network architectures, you will obtain a solid understanding of how to choose and customize NN models that fit best to the task at hand, aware of their strengths and challenges, and what these mean for practitioners in business analytics. Whenever possible, we will draw examples related to global challenges such as climate crisis.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"BA887-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"BA887-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Analytics Project 2<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"BA887-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"BA887-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: BA887<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">Continuation of work begun in QST BA886<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-amp-collapsible-item collapsible\">\n<button id=\"94d16190-0705-46ea-a4cf-7430bbeb5419-toggle\" type=\"button\" aria-expanded=\"false\" aria-controls=\"94d16190-0705-46ea-a4cf-7430bbeb5419-content\" class=\"wp-block-amp-collapsible-toggle collapsible__toggle\"><span class=\"collapsible__icon\"><\/span>\n<h3 class=\"wp-block-heading has-text-align-left has-h-6-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:500\">MS in Mathematical Finance and Financial Technology<\/h3>\n<\/button>\n\n\n\n<div id=\"94d16190-0705-46ea-a4cf-7430bbeb5419-content\" role=\"region\" aria-labelledby=\"94d16190-0705-46ea-a4cf-7430bbeb5419-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"MF793-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"MF793-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Statistical Methods of Mathematical Finance<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"MF793-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"MF793-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: MF793<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course provides an introduction to R and Exploratory Data Analysis, Time Series Analysis, Multivariate Data Analysis, and Elements of Extreme Value Theory. This course also covers an array of statistical techniques used for simulation, parameter estimation, and forecasting in Finance.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"MF840-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"MF840-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Analysis and Empirical Methods<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"MF840-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"MF840-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: MF840<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This is the second course of the econometrics sequence in the Mathematical Finance program. The course quickly reviews OLS, GLS, the Maximum Likelihood principle (MLE). Then, the core of the course concentrates on Bayesian Inference, now an unavoidable mainstay of Financial Econometrics. After learning the principles of Bayesian Inference, we study their implementation for key models in finance, especially related to portfolio design and volatility forecasting. We also briefly discuss the Lasso and Ridge methods, and contrast them with the Bayesian approach Over the last twenty years, radical developments in simulation methods, such as Markov Chain Monte Carlo (MCMC) have extended the capabilities of Bayesian methods. Therefore, after studying direct Monte Carlo simulation methods, the course covers non-trivial methods of simulation such as Markov Chain Monte Carlo (MCMC), applying them to implement models such as stochastic volatility.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"MF810-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"MF810-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Advanced Programming: Data Structures and Algorithms<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"MF810-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"MF810-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: MF810<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The course introduces students to a number of efficient algorithms and data structures for fundamental computational problems across a variety of areas within data science and blockchains.   A special programming language for blockchain technology, such as Solidity, will be taught.  Advanced techniques for improving computational performance, including the use of parallel computation and GPU acceleration are surveyed. Frameworks for big data analysis such as Apache Hadoop and Apache Spark are studied. Students will have the opportunity to employ these techniques and gain hands-on experience developing advanced applications.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"MF815-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"MF815-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Advanced Machine Learning Applications for Finance<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"MF815-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"MF815-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: MF815<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This course surveys the application of machine learning techniques to data characterized by low signal-to-noise ratios and non-stationarity, properties of many financial datasets. Challenges associated with the application of \u201cdata-hungry\u201d techniques such as deep learning to small-to-medium size datasets, often encountered in finance, are addressed.\r\n\r\n<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-amp-collapsible-item collapsible\">\n<button id=\"9573a178-1a20-48aa-8c7d-82281af77041-toggle\" type=\"button\" aria-expanded=\"false\" aria-controls=\"9573a178-1a20-48aa-8c7d-82281af77041-content\" class=\"wp-block-amp-collapsible-toggle collapsible__toggle\"><span class=\"collapsible__icon\"><\/span>\n<h3 class=\"wp-block-heading has-text-align-left has-h-6-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:500\">Part-Time MBA<\/h3>\n<\/button>\n\n\n\n<div id=\"9573a178-1a20-48aa-8c7d-82281af77041-content\" role=\"region\" aria-labelledby=\"9573a178-1a20-48aa-8c7d-82281af77041-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM717-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM717-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Analysis for Managerial Decision-Making<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM717-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM717-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM717<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The overall goal of this course is to improve student ability to learn from data, specifically to 1) assess the validity of conclusions that have been drawn from statistical analyses; 2) recognize the extent to which variation characterizes products and processes, and understand the implications of variation on organizational decisions when interpreting data; and 3) portray, summarize and analyze data to support operational and strategic decisions associated with the core business models. Students will increase their understanding of the use of probabilities to reflect uncertainty; how to interpret data in light of uncertainty to assess risk; and how to build and interpret regression models, which can be used to inform core business and organizational decisions.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n\n\n\n<div id=\"9573a178-1a20-48aa-8c7d-82281af77041-content\" role=\"region\" aria-labelledby=\"9573a178-1a20-48aa-8c7d-82281af77041-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM717-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM717-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Analysis for Managerial Decision-Making<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM717-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM717-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM717<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The overall goal of this course is to improve student ability to learn from data, specifically to 1) assess the validity of conclusions that have been drawn from statistical analyses; 2) recognize the extent to which variation characterizes products and processes, and understand the implications of variation on organizational decisions when interpreting data; and 3) portray, summarize and analyze data to support operational and strategic decisions associated with the core business models. Students will increase their understanding of the use of probabilities to reflect uncertainty; how to interpret data in light of uncertainty to assess risk; and how to build and interpret regression models, which can be used to inform core business and organizational decisions.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-amp-collapsible-item collapsible\">\n<button id=\"56272866-3a72-43fe-b66f-eba8f641fa6b-toggle\" type=\"button\" aria-expanded=\"false\" aria-controls=\"56272866-3a72-43fe-b66f-eba8f641fa6b-content\" class=\"wp-block-amp-collapsible-toggle collapsible__toggle\"><span class=\"collapsible__icon\"><\/span>\n<h3 class=\"wp-block-heading has-text-align-left has-h-6-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:500\">MBA<\/h3>\n<\/button>\n\n\n\n<div id=\"56272866-3a72-43fe-b66f-eba8f641fa6b-content\" role=\"region\" aria-labelledby=\"56272866-3a72-43fe-b66f-eba8f641fa6b-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS878-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS878-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Modeling with Spreadsheets<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS878-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS878-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS878<\/p>\n\t\t\t\t\t\t<p class=\"course__description\"><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS853-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS853-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Insights Through Text<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS853-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS853-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS853<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">(pending)<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM880-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM880-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Analytics:  Spreadsheet Optimization and Simulation<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM880-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM880-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM880<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The modeling process illustrated throughout the course will significantly improve students\u2019 abilities to structure complex problems and derive insights about the value of alternatives. You will develop the skills to formulate and analyze a wide range of models that can aid in managerial decision-making in the functional areas of business. These areas include finance (capital budgeting, cash planning, portfolio optimization, valuing options, hedging investments), marketing (pricing, sales force allocation, planning advertising budgets) and operations (production planning, workforce scheduling, facility location, project management). The course will be taught almost entirely by example, using problems from the main functional areas of business. This course is not for people who want a general introduction to or review of Excel. This course is for students who are already comfortable using Excel and would like to use it to create optimization and simulation models. \r\n\r\n<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM716-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM716-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Business Analytics: Data Analysis and Risk<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM716-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM716-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM716<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The overall goal of this course is to improve student ability to learn from data, specifically to 1) assess the validity of conclusions that have been drawn from statistical analyses; 2) recognize the extent to which variation characterizes products and processes, and understand the implications of variation on organizational decisions when interpreting data; and 3) portray, summarize and analyze data to support operational and strategic decisions associated with the core business models.  Students will increase their understanding of the use of probabilities to reflect uncertainty; how to interpret data in light of uncertainty to assess risk; and how to build and interpret regression models, which can be used to inform core business and organizational decisions.   <\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"IS823-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"IS823-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Analytics for Managers<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"IS823-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"IS823-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: IS823<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">This Level 2 (non-programming-based) analytics course examines how the abundance of data has transformed decision making in organizations and the strategic implications of this transformation. We explore how data are being used, ranging from the core principles of properly identifying data sources to the actual analytical methods being used to solve a wide range of business problems. Students will have some hands-on work with advanced Excel, Tableau, and two database applications, Microsoft Access and Neo4j (Neo4j is used to compare and contrast SQL and NoSQL databases in an analytics context). At the end of this course, students will have gained a big-picture perspective on business analytics as well as hands-on experience with commonly-used business analytics software.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n\n\n\n<div id=\"56272866-3a72-43fe-b66f-eba8f641fa6b-content\" role=\"region\" aria-labelledby=\"56272866-3a72-43fe-b66f-eba8f641fa6b-toggle\" class=\"wp-block-amp-collapsible-content collapsible__content\"><div class=\"collapsible__body\">\n<p class=\"has-p-2-font-size\"><\/p>\n\n\n<div class=\"collapsible-group course-list wp-block-amp-course-list\">\n\t\t\t\t<div class=\"collapsible course\">\n\t\t\t\t<button\n\t\t\t\t\tid=\"QM717-toggle\"\n\t\t\t\t\ttype=\"button\"\n\t\t\t\t\tclass=\"collapsible__toggle\"\n\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\taria-controls=\"QM717-content\"\n\t\t\t\t>\n\t\t\t\t\t<span class=\"collapsible__icon\"><\/span>\n\t\t\t\t\t<h6 class=\"collapsible__heading\">Data Analysis for Managerial Decision-Making<\/h6>\n\t\t\t\t<\/button>\n\t\t\t\t<div\n\t\t\t\t\tid=\"QM717-content\"\n\t\t\t\t\tclass=\"collapsible__content\"\n\t\t\t\t\trole=\"region\"\n\t\t\t\t\taria-labelledby=\"QM717-toggle\"\n\t\t\t\t>\n\t\t\t\t\t<div class=\"collapsible__body\">\n\t\t\t\t\t\t<p class=\"course__code\">COURSE CODE: QM717<\/p>\n\t\t\t\t\t\t<p class=\"course__description\">The overall goal of this course is to improve student ability to learn from data, specifically to 1) assess the validity of conclusions that have been drawn from statistical analyses; 2) recognize the extent to which variation characterizes products and processes, and understand the implications of variation on organizational decisions when interpreting data; and 3) portray, summarize and analyze data to support operational and strategic decisions associated with the core business models. Students will increase their understanding of the use of probabilities to reflect uncertainty; how to interpret data in light of uncertainty to assess risk; and how to build and interpret regression models, which can be used to inform core business and organizational decisions.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group column-cards__text-cards has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group community-quote is-style-rounded-top-right-and-bottom-left has-teal-03-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<blockquote class=\"wp-block-amp-blockquote\" style=\"border-left-color:var(--wp--preset--color--questrom-teal);border-left-width:2px\">\n<p class=\"has-heading-narrow-font-family has-h-4-font-size\" style=\"margin-top:0;margin-bottom:0;line-height:1\">&#8220;The Marketing concentration unlocked my passion for digital analytics and marketing strategy, and ultimately gave me the tools to succeed in my current role. Every day, I am challenged to use data to identify opportunities and strategize how we can optimize our customers&#8217; digital retail experience. The Marketing curriculum and faculty truly helped me to approach these problems and conversations objectively, holistically, and empathetically.&#8221;<\/p>\n\n\n\n<footer class=\"wp-block-amp-blockquote-footer\">\n<cite class=\"wp-block-amp-blockquote-cite\">\n<p class=\"has-questrom-red-color has-text-color has-heading-font-family has-h-6-font-size\" style=\"margin-top:0;margin-left:var(--wp--preset--spacing--10);font-weight:500\">Vanlizza Chau<\/p>\n<\/cite>\n\n\n\n<p class=\"has-p-2-font-size\" style=\"margin-top:0;margin-bottom:0;font-weight:300;line-height:1.5\">Digital Analyst, Customer Engagement and Growth Channels at CVS Health<\/p>\n<\/footer>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull graduate-program-banner has-gray-01-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group alignfull graduate-program-banner__content is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile graduate-program-banner__columns has-gray-02-background-color has-background is-layout-flex wp-container-core-columns-is-layout-31201af4 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:clamp(1.5rem, -1.3571rem + 5.9524vw, 4rem);padding-right:var(--wp--preset--spacing--100);padding-bottom:clamp(1.5rem, -1.3571rem + 5.9524vw, 4rem);padding-left:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group graduate-program-banner__stack is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-09e048be wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-h-2-font-size\" style=\"line-height:0.9\">What companies gain from Business Analytics.<\/h2>\n\n\n\n<p>Master in-demand analytics skills for today\u2019s job market at BU Questrom.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group alignfull is-style-graduate-program-video-wrapper is-layout-flow wp-container-core-group-is-layout-a77db08e wp-block-group-is-layout-flow\">\n<div class=\"wp-block-cover alignfull is-light graduate-program-banner__cover\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\" style=\"background-color:#FFF\"><\/span><video class=\"wp-block-cover__video-background intrinsic-ignore\" autoplay muted loop playsinline src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/10\/What-Companies-Gain-from-Business-Analytics_1.mp4\" data-object-fit=\"cover\"><\/video><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-play-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#\">Play With <svg viewBox=\"0 0 16 20\" fill=\"none\" xmlns=\"https:\/\/www.w3.org\/2000\/svg\">\n                        <path d=\"M0.0625 2.30877V18.4402C0.0625 19.6703 1.41316 20.4177 2.45333 19.7481L15.0906 11.6824C16.0531 11.0752 16.0531 9.67379 15.0906 9.05096L2.45333 1.00082C1.41316 0.33127 0.0625 1.07867 0.0625 2.30877Z\" fill=\"#A71930\"><\/path>\n                      <\/svg> Sound<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull graduate-program-banner has-gray-01-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group alignfull graduate-program-banner__content is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile graduate-program-banner__columns has-gray-02-background-color has-background is-layout-flex wp-container-core-columns-is-layout-31201af4 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:clamp(1.5rem, -1.3571rem + 5.9524vw, 4rem);padding-right:var(--wp--preset--spacing--100);padding-bottom:clamp(1.5rem, -1.3571rem + 5.9524vw, 4rem);padding-left:var(--wp--preset--spacing--100)\">\n<div class=\"wp-block-group graduate-program-banner__stack is-vertical is-content-justification-left is-layout-flex wp-container-core-group-is-layout-09e048be wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-h-2-font-size\" style=\"line-height:0.9\">Why is Business Analytics in High Demand<\/h2>\n\n\n\n<p>Our MSBA degree will prepare you to lead in a world driven by data. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group alignfull is-style-graduate-program-video-wrapper is-layout-flow wp-container-core-group-is-layout-a77db08e wp-block-group-is-layout-flow\">\n<div class=\"wp-block-cover alignfull is-light graduate-program-banner__cover\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\" style=\"background-color:#FFF\"><\/span><video class=\"wp-block-cover__video-background intrinsic-ignore\" autoplay muted loop playsinline src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/11\/BU-Questroms-MS-in-Business-Analytics-Your-Career.mp4\" data-object-fit=\"cover\"><\/video><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-play-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#\">Play With <svg viewBox=\"0 0 16 20\" fill=\"none\" xmlns=\"https:\/\/www.w3.org\/2000\/svg\">\n                        <path d=\"M0.0625 2.30877V18.4402C0.0625 19.6703 1.41316 20.4177 2.45333 19.7481L15.0906 11.6824C16.0531 11.0752 16.0531 9.67379 15.0906 9.05096L2.45333 1.00082C1.41316 0.33127 0.0625 1.07867 0.0625 2.30877Z\" fill=\"#A71930\"><\/path>\n                      <\/svg> Sound<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group has-neutral-06-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-8f21dba7 wp-block-group-is-layout-constrained\" style=\"border-top-color:var(--wp--preset--color--neutral-05);border-top-style:solid;border-top-width:1px;padding-top:clamp(2.5rem, 1.929rem + 1.19vw, 3rem);padding-right:var(--wp--preset--spacing--130);padding-bottom:clamp(2.5rem, 1.929rem + 1.19vw, 3rem);padding-left:var(--wp--preset--spacing--130)\">\n<h2 class=\"wp-block-heading has-h-3-font-size\">A few of our company partners<br><\/h2>\n\n\n\n<p>There are hundreds of thousands of job opportunities in these areas, from start-ups to the largest firms. Our grads join some of the most exciting firms, including:<br><br><\/p>\n\n\n\n<div class=\"wp-block-columns is-style-stack-two is-layout-flex wp-container-core-columns-is-layout-bffa15a5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-default\">\n<li>Amazon<\/li>\n\n\n\n<li>Athena Health<\/li>\n\n\n\n<li>Bristol-Myers<\/li>\n\n\n\n<li>Cigna<\/li>\n\n\n\n<li>Cognizant<\/li>\n\n\n\n<li>CVS Health<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-default\">\n<li>Dell\/EMC<\/li>\n\n\n\n<li>Deloitte<\/li>\n\n\n\n<li>Fidelity<\/li>\n\n\n\n<li>Forrester<\/li>\n\n\n\n<li>Goldman Sachs&nbsp;<\/li>\n\n\n\n<li>IQVIA<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-default\">\n<li>JPMorgan<\/li>\n\n\n\n<li>KPMG<\/li>\n\n\n\n<li>Liberty Mutual<\/li>\n\n\n\n<li>Prudential<\/li>\n\n\n\n<li>PWC<\/li>\n\n\n\n<li>Sanofi-Genzyme<\/li>\n\n\n\n<li>Squibb<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list is-style-default\">\n<li>Staples<\/li>\n\n\n\n<li>Tableau<\/li>\n\n\n\n<li>The Home Depot<\/li>\n\n\n\n<li>Thermo-Fisher Scientific<\/li>\n\n\n\n<li>Walmart<\/li>\n\n\n\n<li>Wayfair<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull begin-your-questrom-journey has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image alignfull size-full begin-your-questrom-journey__desktop-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1.jpg\" alt=\"Skyline of buildings in Boston along the Charles River\" class=\"wp-image-2723\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1.jpg 1400w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1-300x169.jpg 300w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1-1080x609.jpg 1080w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image alignfull size-full begin-your-questrom-journey__mobile-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1.jpg\" alt=\"Boston University campus along Charles River\" class=\"wp-image-2723\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1.jpg 1400w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1-300x169.jpg 300w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/BOSTON-UNIVERSITY-CAMPUS-ALONG-CHARLES-RIVER-0983-resize-1400x788-1-1080x609.jpg 1080w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group alignfull begin-your-questrom-journey__group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group alignfull begin-your-questrom-journey__content is-style-rounded-top-left-and-bottom-right has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-9df1e6df wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-black-color has-text-color\" style=\"font-style:normal;font-weight:700;line-height:0.9\">Location is Everything<\/h2>\n\n\n\n<p class=\"has-p-1-font-size\">It\u2019s in our name. And in our DNA. Our city is a national hub of innovation. And a major center for data science. Come here and you\u2019ll get a top-ranked MSBA program with direct access to the vibrant Boston business community, leading companies \u2026and a whole lot more. <\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull column-cards has-gray-01-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group column-cards__text-cards has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group column-cards__text-card has-white-background-color has-background has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-12dd3699 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/CORE_NewProductChallenge2023_0180-edited.jpg\" alt=\"Woman speaking with microphone in front of a projector screen\" class=\"wp-image-2620\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/CORE_NewProductChallenge2023_0180-edited.jpg 2560w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/CORE_NewProductChallenge2023_0180-edited-300x169.jpg 300w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color has-h-6-font-size wp-elements-5d3c4e65b72a8faae1b56681efe7e1f4\" style=\"font-weight:500\">MSBA Poster Sessions<\/h3>\n\n\n\n<p class=\"has-p-2-font-size\">The MSBA Poster Session is a show-and-tell for our MS in Business Analytics students&#8217; Capstone Projects. It&#8217;s where they get to share their hard work, from tackling a real business problem to coming up with a solid solution. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-link-cta\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.bu.edu\/innovate\/signature-programs\/new-venture-competition\/\">LEARN MORE<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group column-cards__text-card has-white-background-color has-background has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-12dd3699 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/1706367248282-edited-3.jpeg\" alt=\"Grad students posing for photo holding large check\" class=\"wp-image-2619\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/1706367248282-edited-3.jpeg 800w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/1706367248282-edited-3-300x169.jpeg 300w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-h-6-font-size\" style=\"font-weight:500\">QuestromTalk!<\/h3>\n\n\n\n<p class=\"has-p-2-font-size\">Students in the MS in Digital Technology program polish presentation skills in our own version of the TED Talk, a \u201cQuestromTalk\u201d! The module ends with a team-based business simulation, allowing you to apply your marketing and business analytics expertise.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-link-cta\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=H8yKEen_Gkk\">Watch Video<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group column-cards__text-card has-white-background-color has-background has-global-padding is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-12dd3699 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image alignfull size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"600\" src=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Astra-Wellbeing-Continues-to-Make-Strides-Banner.png\" alt=\"MSBA students posing for photo in front of backdrop\" class=\"wp-image-2364\" srcset=\"https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Astra-Wellbeing-Continues-to-Make-Strides-Banner.png 1200w, https:\/\/www.bu.edu\/questrom\/wp-content\/uploads\/sites\/2\/2024\/04\/Astra-Wellbeing-Continues-to-Make-Strides-Banner-300x150.png 300w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-h-6-font-size\" style=\"font-weight:500\">MSBA Hackathon<\/h3>\n\n\n\n<p class=\"has-p-2-font-size\">MSBA students take part in the<a href=\"https:\/\/www.bu.edu\/questrom\/2020\/12\/11\/students-solve-real-challenges-for-ecommerce-startup-cirkul-in-msba-hackathon\/\"> first-ever Hackathon<\/a>, building models and visualizations for eCommerce startup, Cirkul.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-link-cta\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.bu.edu\/questrom\/2020\/12\/11\/students-solve-real-challenges-for-ecommerce-startup-cirkul-in-msba-hackathon\/\">LEARN MORE<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n\n<div class=\"wp-block-group alignfull has-teal-03-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--310);padding-bottom:var(--wp--preset--spacing--310)\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile customize-mba-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:44%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-7489e3c2 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-h-1-font-size\" style=\"line-height:0.9\">Real Projects, Real Data,<br>Real Impact<\/h2>\n\n\n\n<p>Students dive into hands-on experience, applying classroom knowledge to real-world scenarios. It\u2019s the ultimate bridge between theory and practice, preparing you for success beyond the classroom.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<div class=\"wp-block-group is-style-paper has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-a6476ce1 wp-block-group-is-layout-flex\">\n<h3 class=\"wp-block-heading has-heading-narrow-font-family\" style=\"font-style:normal;font-weight:500\">Recent Projects<\/h3>\n\n\n\n<ul style=\"font-weight:400\" class=\"wp-block-list is-style-double-spaced-list has-primary-font-family has-p-2-font-size\">\n<li>Project Example: A go-to-market strategy for the US launch of an international mental health and wellness AI tool created by a world-renowned psychologist.<br><\/li>\n\n\n\n<li>Integrative Capstone: During this semester, you\u2019ll also put your new skills to work in an integrative capstone project with a real company\u2014past clients include IBM, GSK, Wayfair, and the City of Boston.&nbsp;&nbsp;<\/li>\n\n\n\n<li>You\u2019ll take the final required class in the MSDT sequence: a hands-on project class where you and your teammates will design and build a digital product while employing the agile project management approach.<\/li>\n\n\n\n<li>MSDT Summer Internship: By the time you start your summer internship\u2014which is optional, but strongly encouraged\u2014you\u2019ll have already begun differentiating yourself from the competition through solid IT exposure, an understanding of the functional areas of business, and experience with the sectors transforming the global economy. An internship is highly recommended, and serves as an excellent way to gain exposure to, and make contacts within, your desired field.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Analytics At Questrom The integration of analytics into the curriculum is a strategic response to the rapidly transforming global business landscape, which now places unprecedented value on data-driven decision-making. 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