  {"id":6947,"date":"2022-09-12T13:26:43","date_gmt":"2022-09-12T17:26:43","guid":{"rendered":"https:\/\/www.ramapo.edu\/four-year-2022-2023\/?page_id=6947"},"modified":"2022-09-13T11:29:56","modified_gmt":"2022-09-13T15:29:56","slug":"data-science-with-ms-in-computer-science-41","status":"publish","type":"page","link":"https:\/\/www.ramapo.edu\/four-year-2022-2023\/tas\/data-science-with-ms-in-computer-science-41\/","title":{"rendered":"Data Science with MS in Computer Science 4+1"},"content":{"rendered":"<div class=\"row colSet\">\n<div class=\"sColumn col-sm-12 col-md-12 col-lg-9\">\n<p><span style=\"font-weight: 400\">The recommended four-year plan is designed to provide a blueprint for students to complete their degrees within four years. Students must meet with their Major Advisor to develop a more individualized plan to complete their degree.\u00a0 This plan assumes that no developmental courses are required.\u00a0 If developmental courses are needed, students may have additional requirements to fulfill which are not listed in the plan and may extend degree completion.<\/span><\/p>\n<\/div>\n<div class=\"sColumn col-sm-12 col-md-12 \">\n<p><a class=\"btn\" style=\"width: 100%;margin: 2% 0;text-align: center\" title=\"Recommended Four-Year Plan\" href=\"https:\/\/www.ramapo.edu\/four-year-2022-2023\/wp-content\/uploads\/sites\/369\/2022\/09\/2022-2023-Data-Science-w_-MS-in-Computer-Science-Five-Year-Plan.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PDF<\/a><br \/>\n<a class=\"btn\" style=\"width: 100%;margin: 2% 0;text-align: center\" title=\"Recommended Four-Year Plan\" href=\"https:\/\/www.ramapo.edu\/four-year-2022-2023\/wp-content\/uploads\/sites\/369\/2022\/09\/2022-2023-Data-Science-w_-MS-in-Computer-Science-Five-Year-Plan.docx\">WORD<\/a><\/p>\n<\/div>\n<\/div>\n<p><strong>NOTE:<\/strong> This recommended Four-Year Plan is applicable to students admitted into the major during the 2022-2023 academic year.<\/p>\n<p><span style=\"font-weight: 400\">To enroll, visit <\/span><a href=\"https:\/\/www.ramapo.edu\/data-science\/4plus1\/\"><span style=\"font-weight: 400\">https:\/\/www.ramapo.edu\/data-science\/4plus1\/<\/span><\/a><\/p>\n<p>&nbsp;<\/p>\n<div class=\"fouryear\">\n<h3>First Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Gen Ed: Quantitative Reasoning &#8211; <a id=\"69d13b9a04fef\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH121\" target=\"_blank\">MATH 121 - CALCULUS I<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a053b9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/INTD101\" target=\"_blank\">INTD 101 - FIRST YEAR SEMINAR<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a055c3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CRWT102\" target=\"_blank\">CRWT 102 - CRITICAL READING AND WRITING II<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a057cd\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA101\" target=\"_blank\">DATA 101 - INTRODUCTION TO DATA SCIENCE<\/a> (HRS 4)<\/li>\n<li>Total: (HRS 16)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a05988\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS130\" target=\"_blank\">CMPS 130 - SCI PROBLEM SOLVING-PYTHON<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a05b50\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH237\" target=\"_blank\">MATH 237 - DISCRETE STRUCTURES<\/a> <strong>WI<\/strong> OR <a id=\"69d13b9a05da3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH205\" target=\"_blank\">MATH 205 - MATHEMATICAL STRUCTURES<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a05dce\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - STUDIES IN THE ARTS AND HUMANITIES<\/a> formerly known as\u00a0<a id=\"69d13b9a05de8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - STUDIES IN THE ARTS AND HUMANITIES<\/a>\u00a0 <a id=\"69d13b9a05f8c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/AIID201\" target=\"_blank\">AIID 201 - STUDIES IN THE ARTS & HUMANITIES<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a05fb4\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SOCIAL SCIENCE INQUIRY<\/a> (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69d13b9a06142\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS1\" target=\"_blank\">PATH TS1 - CAREER PATHWAYS MODULE 1 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li>Total: (HRS 16)<\/li>\n<\/ul>\n<h3>Second Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a06310\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS240\" target=\"_blank\">CMPS 240 - DATA ANALYTICS IN PYTHON<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a06561\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH262\" target=\"_blank\">MATH 262 - LINEAR ALGEBRA<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a065a0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - HISTORICAL PERSPECTIVES<\/a> (HRS 4)<\/li>\n<li>Minor Requirement* (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69d13b9a067a9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS2\" target=\"_blank\">PATH TS2 - CAREER PATHWAYS MODULE 2 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li>Total: (HRS 16)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a06995\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA301\" target=\"_blank\">DATA 301 - DATA ANALYSIS & VISUALIZATION<\/a> (HRS 4)<\/li>\n<li>Minor Requirement* (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a069e3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SCIENTIFIC REASONING<\/a> (HRS 4)<\/li>\n<li>Gen Ed: Distribution Category (choose 1): <a id=\"69d13b9a06a0c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY<\/a>, <a id=\"69d13b9a06a2f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY AND SOCIETY<\/a> <strong>(Must be outside of TAS)<\/strong> (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69d13b9a06df0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PATHTS3\" target=\"_blank\">PATH TS3 - CAREER PATHWAYS MODULE 3 FOR THEORETICAL & APPLIED SCIENCE<\/a><\/li>\n<li>Total: (HRS 16)<\/li>\n<\/ul>\n<h3>Third Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Gen Ed: Distribution Category: <a id=\"69d13b9a06e2d\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a> &#8211; <a id=\"69d13b9a06ff5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA225\" target=\"_blank\">DATA 225 - ETHICS OF TECHNOLOGY<\/a> <strong>WI <\/strong>(HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d13b9a070e7\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - GLOBAL AWARENESS<\/a> (HRS 4)<\/li>\n<li>Minor Requirement* (HRS 4)<\/li>\n<li>Minor Requirement* (HRS 4)<\/li>\n<li>General Elective: Elective*** (HRS 2)<\/li>\n<li>Total: (HRS 18)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a076c5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH370\" target=\"_blank\">MATH 370 - APPLIED STATISTICS<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a079f5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS364\" target=\"_blank\">CMPS 364 - DATABASE DESIGN<\/a> (HRS 4)<\/li>\n<li>Minor Requirement*\/Elective (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a07cc9\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS231\" target=\"_blank\">CMPS 231 - DATA STRUCTURES<\/a> (HRS 4)<\/li>\n<li>General Elective: Elective (HRS 1)<\/li>\n<li>Total: (HRS 17)<\/li>\n<\/ul>\n<h3>Fourth Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a07ea0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS320\" target=\"_blank\">CMPS 320 - MACHINE LEARNING<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a08203\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS310\" target=\"_blank\">CMPS 310 - BIG DATA PROGRAMMING<\/a><sup>1<\/sup> (HRS 4)<\/li>\n<li>Minor Requirement*\/Elective (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a0846f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS547\" target=\"_blank\">CMPS 547 - FOUNDATIONS OF COMPUTER SCIENCE<\/a> (HRS 3)<\/li>\n<li>Total: (HRS 15)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d13b9a08675\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA450\" target=\"_blank\">DATA 450 - DATA SCIENCE CAPSTONE PROJECT<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li>Major: <a id=\"69d13b9a088d8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS531\" target=\"_blank\">CMPS 531 - DATA STRUCTURES & ALGORITHMS<\/a> (HRS 3)<\/li>\n<li>MSCS Elective or <a id=\"69d13b9a08ab1\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA620\" target=\"_blank\">DATA 620 - ETHICS IN DATA & COMPUTING<\/a> (HRS 3)<\/li>\n<li>Major: <a id=\"69d13b9a09282\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS311\" target=\"_blank\">CMPS 311 - OPERATING SYSTEMS<\/a><sup>2\u00a0<\/sup>(HRS 4)<\/li>\n<li>Total: (HRS 14)<\/li>\n<\/ul>\n<h3>Fifth Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: MSCS Elective (HRS 3)<\/li>\n<li>Major: MSCS Elective (HRS 3)<\/li>\n<li>Major: MSCS Elective (HRS 3)<\/li>\n<li>Major: MSCS Elective (HRS 3)<\/li>\n<li>Total: (HRS 12)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: MSCS Elective or <a id=\"69d13b9a094c2\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA620\" target=\"_blank\">DATA 620 - ETHICS IN DATA & COMPUTING<\/a> (HRS 3)<\/li>\n<li>Major: MSCS Elective (HRS 3)<\/li>\n<li>Major: <a id=\"69d13b9a096fa\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS750\" target=\"_blank\">CMPS 750 - COMPUTER SCIENCE THESIS<\/a> (HRS 3)<\/li>\n<li>Total: (HRS 9)<\/li>\n<\/ul>\n<\/div>\n<p><b>Total Credits Required for undergraduate degree: <\/b><span style=\"font-weight: 400\">128 credits****<\/span><\/p>\n<p><b>GPA Required for BS in Computer Science:<\/b><span style=\"font-weight: 400\"> 2.0<\/span><\/p>\n<p><b>GPA Required for 4+1 Pathway: <\/b><span style=\"font-weight: 400\">3.0<\/span><\/p>\n<p><b>WI: <\/b><span style=\"font-weight: 400\">Writing Intensive-3 required in the major<\/span><\/p>\n<p>1 Or another CMPS course from the set of courses outlined in the narrative above.<\/p>\n<p><span style=\"font-weight: 400\">* As part of their degree requirements, Data Science majors are also required to complete a minor or double major to gain domain knowledge in a particular field, to better contextualize their data studies. Most minor programs require 5-6 courses. Any minor or second major can be selected: <\/span><a href=\"https:\/\/www.ramapo.edu\/majors-minors\/a-z\/\"><span style=\"font-weight: 400\">https:\/\/www.ramapo.edu\/majors-minors\/a-z\/<\/span><\/a><span style=\"font-weight: 400\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">** DATA elective courses may require prerequisites outside the program requirements.\u00a0 For example, Math 305 Differential Equations, Math 245 Numerical Analysis, and Math 253 Probability each have Math 122 Calculus II as a prerequisite.\u00a0 Additionally, Math 253 Probability also allows the option for Math 122 Calculus II to be taken as a co-requisite.<\/span><\/p>\n<p><span style=\"font-weight: 400\">*** Two additional free electives are required in the 3<\/span><span style=\"font-weight: 400\">rd<\/span><span style=\"font-weight: 400\"> year because graduate courses are only 3 credits, instead of the usual 4 for undergraduate courses.\u00a0 Thus, a student must take an additional 3 credits to meet the 128-credit graduation requirement.\u00a0\u00a0<\/span><\/p>\n<p><b>Total Graduate Credits Required: <\/b><span style=\"font-weight: 400\">30 credits****<\/span><\/p>\n<p><b>GPA Required for MSCS:<\/b><span style=\"font-weight: 400\"> 3.0<\/span><\/p>\n<p><span style=\"font-weight: 400\">****The 9 credits of graduate coursework taken in the fourth-year will double count towards both the undergraduate degree requirement of 128 credits as well as the required 30 graduate credits.\u00a0\u00a0<\/span><\/p>\n<p><br style=\"font-weight: 400\" \/><br \/>\n&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NOTE: This recommended Four-Year Plan is applicable to students admitted into the major during the 2022-2023 academic year. To enroll, visit https:\/\/www.ramapo.edu\/data-science\/4plus1\/ &nbsp; First Year Fall Semester Gen Ed: Quantitative Reasoning &#8211; (HRS 4) Gen Ed: (HRS 4) Gen Ed: (HRS 4) Major: (HRS 4) Total: (HRS 16) Spring Semester Major: (HRS 4) Major: WI [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":868,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-6947","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 with MS in Computer Science 4+1 - Recommended Four-Year Plans 2022 - 2023 || Ramapo College 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\/four-year-2022-2023\/tas\/data-science-with-ms-in-computer-science-41\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science with MS in Computer Science 4+1\" \/>\n<meta property=\"og:description\" content=\"NOTE: This recommended Four-Year Plan is applicable to students admitted into the major during the 2022-2023 academic year. 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