{"id":6407,"date":"2020-03-19T13:12:05","date_gmt":"2020-03-19T17:12:05","guid":{"rendered":"https:\/\/www.ramapo.edu\/catalog-2024-2025\/?page_id=6407"},"modified":"2024-10-08T16:41:38","modified_gmt":"2024-10-08T20:41:38","slug":"data-science","status":"publish","type":"page","link":"https:\/\/www.ramapo.edu\/catalog-2024-2025\/data-science\/","title":{"rendered":"Data Science"},"content":{"rendered":"<div style=\"float: right;text-align: center\"><a class=\"redButton button btn\" href=\"https:\/\/www.ramapo.edu\/mygraduationplan\/\">Four Year Plan<\/a><\/div>\n<h4>Website: <a href=\"https:\/\/www.ramapo.edu\/tas\/\"> School of Theoretical and Applied Science<\/a><\/h4>\n<div class=\"facultyTable\"><div class=\"row colSet\"><br \/>\n<div class=\"sColumn col-sm-12 col-md-12 \"><\/p>\n<h4 class=\"convenerListing\">Convener:<\/h4>\n<ul>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/amanda-beecher\/\">Amanda Beecher<\/a><span style=\"font-family: proxima-nova, sans-serif\"><br \/>\n<\/div><\/span><\/li>\n<\/ul>\n<div class=\"sColumn col-sm-12 col-md-12 \">\n<h4 class=\"facultyListing\">Faculty:<\/h4>\n<ul>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/ali-al-juboori\/\">Ali Al-Juboori<\/a><\/li>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/amanda-beecher\/\">Amanda Beecher<\/a><\/li>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/sourav-dutta\/\">Sourav Dutta<\/a><\/li>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/scott-frees\/\">Scott Frees<\/a><\/li>\n<\/ul>\n<\/div>\n\n<div class=\"sColumn col-sm-12 col-md-12 \">\n<h4 class=\"facultyListingColTwo\">Faculty:<\/h4>\n<ul>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/matthew-jobrack\/\">Matthew Jobrack<\/a><\/li>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/osei-tweneboah\/\">Osei Tweneboah<\/a><\/li>\n<li><a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/debbie-yuster\/\">Debbie Yuster<\/a><\/li>\n<\/ul>\n<p>Current as of June 2024<\/p>\n<\/div>\n\n<\/div>\n<\/div>\n<div class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>About the Major <\/div><div class=\"c_content\">\n<p><span style=\"font-weight: 400\">Data Science is a growing field with a high demand in the employment market. There are many unfilled positions on job boards, particularly in the New Jersey and New York areas.\u00a0 The Bureau of Labor and Statistics it as among the fastest growing in the next 10 years with over a 35% rate.\u00a0 Thus, these jobs are going unfilled currently and there will be need for more in the future.\u00a0 So, a degree in Data Science prepares you for current and future careers.<\/span><\/p>\n<p><span style=\"font-weight: 400\">秘密研究所 offers a three-featured program with a core set of classes, a disciplinary minor (or double major), and a capstone research project.\u00a0 The core classes are designed for students to learn the technical skills necessary for data science, including statistics, computer programming, ethics, data visualization, communications, and data analysis.\u00a0 The project-based curriculum exemplifies how and why the disciplinary knowledge is so critical in converting data into information.\u00a0 Each student selects a required minor or double major to learn much deeper and more broadly the background information necessary to be an effective data scientist. The culminating experience of this program is a capstone project in which each student produces a solution to a data related problem from their minor (or double major) field of study. This structure best prepares students for either graduate school or employment.\u00a0<\/span><\/p>\n<\/div><\/div>\n<div class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>Outcomes for the Major<\/div><div class=\"c_content\">\n<p><strong>Learning Goals\/Outcomes for the program<\/strong><\/p>\n<p><span style=\"font-weight: 400\"><strong>Goal 1:<\/strong> Develop problem solvers<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 1<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will demonstrate the ability to solve data-related problems.<\/span><\/p>\n<p><span style=\"font-weight: 400\"><strong>Goal 2:<\/strong> Develop effective communicators<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 2<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will communicate data findings effectively to any audience, orally, visually and in written formats.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\"><strong>Goal 3:<\/strong> Develop ethical and technically proficient professionals<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 3<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will demonstrate an understanding of ethical aspects of data management and reporting.<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 4<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will perform basic technical skills to prepare data for analysis.<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 5<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will appropriately formulate and use data analyses through computing, programming, statistical, and mathematical tools.<\/span><\/p>\n<p><span style=\"font-weight: 400\"><strong>Goal 4:<\/strong> Develop effective interdisciplinary team members<\/span><\/p>\n<p style=\"padding-left: 40px\"><strong>Outcome 6<\/strong><span style=\"font-weight: 400\"><strong>:<\/strong> Students will apply data analytic techniques to applications in another discipline<\/span><\/p>\n<\/div><\/div>\n\n<div class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>Requirements of the Major <\/div><div class=\"c_content\">\n<ol>\n<li>Transfer students who have 48 or more credits accepted at the time of transfer are waived from the courses marked with a <strong><strong>(W)<\/strong> <\/strong> below.\u00a0 Waivers do not apply to Major Requirements.<\/li>\n<li>Double counting between General Education and Major may be possible.\u00a0 Check with your advisor to see if any apply.<\/li>\n<li>Writing Intensive Requirement (five courses): \u00a0two writing intensive courses in the general education curriculum are required: Critical Reading and Writing II and Studies in the Arts and Humanities the other three courses are taken in the major.<\/li>\n<li>Not all courses are offered each semester. \u00a0Please check the current Schedule of classes for semester course offerings.<\/li>\n<li>All students are required to declare and complete a minor or a second major to successfully graduate from the program.\u00a0 For students with two majors, no more than half the courses can double-count in both majors. Courses fulfilling the requirements for the major may count towards the requirements of the minor, but may not exceed one-half of the credits<br \/>\nrequired in the minor.<\/li>\n<li>At least half of the courses fulfilling a Data Science minor must be distinct from the student\u2019s major. That is, three of the five courses required for a Data Science minor are not used towards fulfillment of major requirements. A school core does not need to be completed for a minor.<\/li>\n<li><span style=\"font-weight: 400\">The Career Pathways Program requirements must be completed prior to graduation. Visit the Cahill Career Center.<\/span><\/li>\n<\/ol>\n<h5 align=\"center\"><strong>DATA SCIENCE MAJOR<\/strong><\/h5>\n<div class=\"courseTable\">\n<ul>\n<li class=\"majorTableHeading\">Subject &amp; Course # &#8211; Title &amp; Course Description<\/li>\n<li class=\"majorTableSubHeading\">GENERAL EDUCATION REQUIREMENTS<\/li>\n<li><strong>REQUIRED &#8211;\u00a0<\/strong><a id=\"69e126a6ddf55\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CRWT102\" target=\"_blank\">CRWT 102 - CRITICAL READING AND WRITING II<\/a><\/li>\n<li><strong>SELECT ONE &#8211;\u00a0<\/strong><a id=\"69e126a6de22a\" href=\"https:\/\/catalog.ramapo.edu\/courses\/INTD101\" target=\"_blank\">INTD 101 - FIRST YEAR SEMINAR<\/a> <strong>OR<\/strong><\/li>\n<li><a id=\"69e126a6de4a8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/HNRS101\" target=\"_blank\">HNRS 101 - HONORS FIRST YEAR SEMINAR<\/a> *<\/li>\n<li><strong>SELECT ONE &#8211;\u00a0<\/strong><a id=\"69e126a6de744\" href=\"https:\/\/catalog.ramapo.edu\/courses\/AIID201\" target=\"_blank\">AIID 201 - STUDIES IN THE ARTS & HUMANITIES<\/a>\u00a0<strong>OR<\/strong>\u00a0<strong>(W)<\/strong><\/li>\n<li><a id=\"69e126a6de9c3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/HNRS201\" target=\"_blank\">HNRS 201 - HONORS STUDIES IN THE ARTS & HUMANITIES<\/a> *<\/li>\n<li><strong>SELECT ONE &#8211;\u00a0<\/strong><a id=\"69e126a6dec8d\" href=\"https:\/\/catalog.ramapo.edu\/courses\/SOSC110\" target=\"_blank\">SOSC 110 - SOCIAL SCIENCE INQUIRY<\/a><strong> OR <\/strong><strong>(W)<\/strong><\/li>\n<li><a id=\"69e126a6df56b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/HNRS110\" target=\"_blank\">HNRS 110 - HONORS SOCIAL SCIENCE INQUIRY<\/a> *<\/li>\n<li><strong>SELECT ONE &#8211; <\/strong> <strong>(W)<\/strong> <a id=\"69e126a6df5af\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - HISTORICAL PERSPECTIVES CATEGORY<\/a><\/li>\n<li><strong>SELECT ONE &#8211;\u00a0<\/strong><strong>(W)\u00a0<\/strong><strong>\u00a0<\/strong><a id=\"69e126a6df5d4\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - GLOBAL AWARENESS CATEGORY<\/a> *<\/li>\n<li><strong>SELECT ONE &#8211; <\/strong> <a id=\"69e126a6df5f9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - QUANTITATIVE REASONING CATEGORY<\/a> Suggested\u00a0<a id=\"69e126a6df88c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH121\" target=\"_blank\">MATH 121 - CALCULUS I<\/a><\/li>\n<li><strong>SELECT ONE &#8211; <\/strong><a id=\"69e126a6df8d0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SCIENTIFIC REASONING CATEGORY<\/a><\/li>\n<li><strong>SELECT TWO &#8211; DISTRIBUTION CATEGORY (One course must be outside of school)<\/strong>\n<ul>\n<li>\u00a0 \u00a0 \u00a0 \u00a0&#8211;\u00a0 \u00a0<a id=\"69e126a6df91b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY CATEGORY<\/a> (Suggested DATA 225 &#8211; ETHICS IN TECHNOLOGY<\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0&#8211;\u00a0 \u00a0<a id=\"69e126a6df945\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY &amp;      SOCIETY CATEGORY<\/a><\/li>\n<li>\u00a0 \u00a0 \u00a0 \u00a0&#8211;\u00a0 \u00a0<a id=\"69e126a6df969\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS CATEGORY<\/a> *(Suggested DATA 225 &#8211; ETHICS IN TECHNOLOGY)<\/li>\n<\/ul>\n<\/li>\n<li>* Students in the College Honors Program must take the HNRS course options.<\/li>\n<li class=\"majorTableSubHeading\">DATA SCIENCE MAJOR REQUIREMENTS<\/li>\n<li><strong>MATHEMATICS REQUIRED (12 CREDITS)<\/strong><\/li>\n<li><a id=\"69e126a6dfbce\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH237\" target=\"_blank\">MATH 237 - DISCRETE STRUCTURES<\/a>\u00a0<strong>OR (WI)<\/strong><\/li>\n<li><a id=\"69e126a6dfe22\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH205\" target=\"_blank\">MATH 205 - MATHEMATICAL STRUCTURES<\/a> <strong>(WI)<\/strong><\/li>\n<li><a id=\"69e126a6e00c9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH262\" target=\"_blank\">MATH 262 - LINEAR ALGEBRA<\/a><strong>(WI)<\/strong><\/li>\n<li><a id=\"69e126a6e02c8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH370\" target=\"_blank\">MATH 370 - APPLIED STATISTICS<\/a><\/li>\n<li><strong>COMPUTER SCIENCE REQUIREMENTS (16 CREDITS)<\/strong><\/li>\n<li><a id=\"69e126a6e0516\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS130\" target=\"_blank\">CMPS 130 - SCI PROBLEM SOLVING-PYTHON<\/a><\/li>\n<li><a id=\"69e126a6e074f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS240\" target=\"_blank\">CMPS 240 - DATA ANALYTICS IN PYTHON<\/a><\/li>\n<li><a id=\"69e126a6e0b76\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS320\" target=\"_blank\">CMPS 320 - MACHINE LEARNING<\/a><\/li>\n<li><a id=\"69e126a6e0dd6\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS364\" target=\"_blank\">CMPS 364 - DATABASE DESIGN<\/a><\/li>\n<li><strong>DATA SCIENCE REQUIREMENTS (16 CREDITS)<\/strong><\/li>\n<li><a id=\"69e126a6e0fe7\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA101\" target=\"_blank\">DATA 101 - INTRODUCTION TO DATA SCIENCE<\/a><\/li>\n<li><a id=\"69e126a6e11ef\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA225\" target=\"_blank\">DATA 225 - ETHICS OF TECHNOLOGY<\/a> <strong>(WI)<\/strong><\/li>\n<li><a id=\"69e126a6e1416\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA301\" target=\"_blank\">DATA 301 - DATA ANALYSIS & VISUALIZATION<\/a><strong>\u00a0<\/strong><\/li>\n<li><a id=\"69e126a6e188c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA450\" target=\"_blank\">DATA 450 - DATA SCIENCE CAPSTONE PROJECT<\/a> <strong>(WI)<\/strong><\/li>\n<li><strong>ELECTIVES (4 CREDITS)<\/strong><\/li>\n<li><a id=\"69e126a6e1a89\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS310\" target=\"_blank\">CMPS 310 - BIG DATA PROGRAMMING<\/a><\/li>\n<li><a id=\"69e126a6e1ecd\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS331\" target=\"_blank\">CMPS 331 - ARTIFICIAL INTELLIGENCE<\/a><\/li>\n<li><a id=\"69e126a6e21fd\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS369\" target=\"_blank\">CMPS 369 - WEB APPLICATION DEVELOPMENT<\/a><\/li>\n<li><a id=\"69e126a6e27ef\" href=\"https:\/\/catalog.ramapo.edu\/courses\/ECON310\" target=\"_blank\">ECON 310 - ECONOMETRICS<\/a><\/li>\n<li><a id=\"69e126a6e2a42\" href=\"https:\/\/catalog.ramapo.edu\/courses\/INFO320\" target=\"_blank\">INFO 320 - TOOLS FOR ANALYTICS<\/a>\u00a0<span style=\"font-family: proxima-nova, sans-serif\"><br \/>\n<\/span><\/li>\n<li><a id=\"69e126a6e2c69\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH253\" target=\"_blank\">MATH 253 - PROBABILITY<\/a><\/li>\n<li><a id=\"69e126a6e2e54\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH305\" target=\"_blank\">MATH 305 - DIFFERENTIAL EQUATIONS<\/a><\/li>\n<li><a id=\"69e126a6e344e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH390\" target=\"_blank\">MATH 390 - ADVANCED TOPICS<\/a> (In Math Modeling)<\/li>\n<li class=\"majorTableSubHeading\"><strong>CAREER PATHWAYS REQUIREMENTS<\/strong><\/li>\n<li class=\"majorTableSubHeading\">Visit the\u00a0Cahill Career Center<\/li>\n<li><a id=\"69e126a6e36a5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS1\" target=\"_blank\">PATH TS1 - CAREER PATHWAYS MODULE 1 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li><a id=\"69e126a6e38b1\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS2\" target=\"_blank\">PATH TS2 - CAREER PATHWAYS MODULE 2 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li><a id=\"69e126a6e3ca1\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS3\" target=\"_blank\">PATH TS3 - CAREER PATHWAYS MODULE 3 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li class=\"majorTableSubHeading\">REQUIRED MINOR OR SECOND MAJOR<\/li>\n<li>Completion of a Minor or Second Major Required for Graduation<\/li>\n<li>Consult with an Academic Advisor before declaring the required minor or second major<\/li>\n<\/ul>\n<\/div>\n<p>For more information, please contact Professor Amanda Beecher, Convener, Data Science, Room G-128H, (201) 684-7159 or <a href=\"mailto:abeecher@ramapo.edu\">abeecher@ramapo.edu<\/a><\/p>\n<\/div><\/div>\n<div id=\"DSMIN\" class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>Requirements of the Minor<\/div><div class=\"c_content\">\n<ul>\n<li>Students are required to take 5 courses to complete this minor.<\/li>\n<li>Courses fulfilling the requirements for the primary or second major may count towards the requirements of the minor, but may not exceed one-half of the credits required in the minor. A School core does not need to be completed for a minor.\u00a0 Minors are open to students regardless of school affiliation.<\/li>\n<li>Not all courses are offered each semester. Please check the current Schedule of Classes for semester course offerings.<\/li>\n<\/ul>\n<h5 align=\"center\"><strong>DATA SCIENCE MINOR<\/strong><\/h5>\n<div class=\"courseTable\">\n<ul>\n<li class=\"majorTableHeading\">Subject &amp; Course # &#8211; Title &amp; Course Description<\/li>\n<li><strong>REQUIRED<\/strong><\/li>\n<li><a id=\"69e126a6e3f92\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS130\" target=\"_blank\">CMPS 130 - SCI PROBLEM SOLVING-PYTHON<\/a><\/li>\n<li><a id=\"69e126a6e4c9c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS240\" target=\"_blank\">CMPS 240 - DATA ANALYTICS IN PYTHON<\/a><\/li>\n<li><a id=\"69e126a6e4f10\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA101\" target=\"_blank\">DATA 101 - INTRODUCTION TO DATA SCIENCE<\/a><\/li>\n<li><a id=\"69e126a6e5131\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA301\" target=\"_blank\">DATA 301 - DATA ANALYSIS & VISUALIZATION<\/a><\/li>\n<li><strong>ELECTIVES:\u00a0 SELECT ONE<\/strong><\/li>\n<li><a id=\"69e126a6e538d\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BADM225\" target=\"_blank\">BADM 225 - MANAGEMENT STATISTICS<\/a><\/li>\n<li><a id=\"69e126a6e55b9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL354\" target=\"_blank\">BIOL 354 - RESEARCH DESIGN & STATISTICS<\/a><\/li>\n<li><a id=\"69e126a6e57ec\" href=\"https:\/\/catalog.ramapo.edu\/courses\/ENSC345\" target=\"_blank\">ENSC 345 - RESEARCH DESIGN & STATISTICS<\/a><\/li>\n<li><a id=\"69e126a6e5a61\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH353\" target=\"_blank\">MATH 353 - STATISTICS<\/a>*<\/li>\n<li><a id=\"69e126a6e636e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH370\" target=\"_blank\">MATH 370 - APPLIED STATISTICS<\/a>*<\/li>\n<li><a id=\"69e126a6e675f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/POLI316\" target=\"_blank\">POLI 316 - POLITICAL SCIENCE METHODOLOGY<\/a>*<\/li>\n<li><a id=\"69e126a6e7e82\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PSYC242\" target=\"_blank\">PSYC 242 - STATISTICS<\/a><\/li>\n<li><a id=\"69e126a6e8a71\" href=\"https:\/\/catalog.ramapo.edu\/courses\/SOCI308\" target=\"_blank\">SOCI 308 - DATA ANALYSIS IN SOCIOLOGY<\/a>*<\/li>\n<li><a id=\"69e126a6e9205\" href=\"https:\/\/catalog.ramapo.edu\/courses\/SWRK307\" target=\"_blank\">SWRK 307 - SOCIAL WORK RESEARCH METHODS<\/a>*<\/li>\n<\/ul>\n<p>*Course contains prerequisites that are not included in the minor program or general education.<\/p>\n<\/div>\n<\/div><\/div>\n<div class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>4+1 B.S. to M.S. Programs<\/div><div class=\"c_content\">\n<p>4+1 B.S. to M.S. Programs<\/p>\n<\/div><\/div>\n<div class=\"collapsableContent\" tabindex=\"0\"><div class=\"collapsableTitle\"><span class=\"fa-stack\"><i class=\"fa fa-circle fa-stack-2x\"><\/i><i class=\"fa fa-chevron-down fa-stack-1x fa-inverse\"><\/i><i class=\"fa fa-chevron-up fa-stack-1x fa-inverse\"><\/i><\/span>Related Information <\/div><div class=\"c_content\">\n<p><a href=\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/general-education\/\">General Education Requirements<\/a><br \/>\n<a href=\"https:\/\/www.ramapo.edu\/mygraduationplan\/\">Four Year Plan<\/a><br \/>\n<a href=\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/grad-requirements\/\">Graduation Requirements<\/a><\/p>\n<p><a href=\"https:\/\/www.ramapo.edu\/tas\/\">School of Theoretical and Applied Science Website<\/a><br \/>\n<a href=\"https:\/\/www.ramapo.edu\/dmc\/\">Center for Data, Mathematical, and Computational Sciences<\/a><br \/>\n<a href=\"https:\/\/www.ramapo.edu\/tas\/faculty\/\">Faculty Profiles<br \/>\n<\/a><\/div><\/div><br \/>\n<div class=\"disclaimer\">秘密研究所 of New Jersey recognizes the value of publishing on the Internet. The College does not preview, review, censor, or control the content of these pages in any way as a matter of course. This page and Web pages linked from this page are created by  the authors, and do not in any way constitute official 秘密研究所 of New Jersey content.<\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Four Year Plan Website: School of Theoretical and Applied Science<\/p>\n","protected":false},"author":144,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6407","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v27.1.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Science - Catalog 2024-2025 || 秘密研究所 of New Jersey<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science\" \/>\n<meta property=\"og:description\" content=\"Four Year Plan Website: School of Theoretical and Applied Science\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/data-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Catalog 2024-2025\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/RamapoCollege\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-08T20:41:38+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ramapocollegenj\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/data-science\/\",\"url\":\"https:\/\/www.ramapo.edu\/catalog-2024-2025\/data-science\/\",\"name\":\"Data Science - 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