  {"id":6947,"date":"2022-09-12T13:26:43","date_gmt":"2022-09-12T17:26:43","guid":{"rendered":"https:\/\/www.ramapo.edu\/recommended-graduation-plan-2024\/?page_id=6947"},"modified":"2024-06-12T09:42:04","modified_gmt":"2024-06-12T13:42:04","slug":"data-science-with-ms-in-computer-science-41","status":"publish","type":"page","link":"https:\/\/www.ramapo.edu\/recommended-graduation-plan-2024\/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-7\">\n<p>The recommended graduation plan is designed to provide a blueprint for students to complete their degrees on time. Students must meet with their Academic Advisor to develop a more individualized plan to complete their degree.<\/p>\n<p><strong>NOTE:<\/strong> This recommended Graduation Plan is applicable to students admitted into the major during the 2024-2025 academic year.<\/p>\n<p>To enroll, visit <a href=\"https:\/\/www.ramapo.edu\/data-science\/4plus1\/\">https:\/\/www.ramapo.edu\/data-science\/4plus1\/<\/a><\/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\/recommended-graduation-plan-2024\/wp-content\/uploads\/sites\/395\/2024\/06\/2024-2025-Data-Science-w_-MS-in-Computer-Science-Graduation-Plan-1.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\/recommended-graduation-plan-2024\/wp-content\/uploads\/sites\/395\/2024\/06\/2024-2025-Data-Science-w_-MS-in-Computer-Science-Graduation-Plan-1.docx\">Create My Plan (.doc)<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"row colSet\">\n<div class=\"sColumn col-sm-12 col-md-12 \">\n<div class=\"infoBox col-sm-12 col-lg-12 \"><div class=\"boxTitle\">CRWT Placement<\/div><div class=\"boxContent\">\n<p style=\"text-align: center\">CRWT 101 to CRWT 102<\/p>\n<p style=\"text-align: center\">CRWT 101S to CRWT 102S<\/p>\n<\/div><\/div>\n<\/div>\n<div class=\"sColumn col-sm-12 col-md-12 \">\n<div class=\"infoBox col-sm-12 col-lg-12 \"><div class=\"boxTitle\">Math Placement<\/div><div class=\"boxContent\">\n<p style=\"text-align: center\">MATH 021\/022 to MATH 024 to MATH 110-121<\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<p><b>NOTE<\/b><span style=\"font-weight: 400\">: CRWT and MATH courses are determined by <a href=\"https:\/\/www.ramapo.edu\/testing\/\" target=\"_blank\" rel=\"noopener\">placement testing<\/a> and should be taken following the sequence above.<\/span><\/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=\"69d179936bdfe\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH121\" target=\"_blank\">MATH 121 - CALCULUS I<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d179936c104\" href=\"https:\/\/catalog.ramapo.edu\/courses\/INTD101\" target=\"_blank\">INTD 101 - FIRST YEAR SEMINAR<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69d179936c6c7\" 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=\"69d179936c8fc\" 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=\"69d179936cae0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS130\" target=\"_blank\">CMPS 130 - SCI PROBLEM SOLVING-PYTHON<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936cc9b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH237\" target=\"_blank\">MATH 237 - DISCRETE STRUCTURES<\/a> <strong>WI<\/strong> OR <a id=\"69d179936ce7e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH205\" target=\"_blank\">MATH 205 - MATHEMATICAL STRUCTURES<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li>Career Pathways: <a id=\"69d179936d033\" 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=\"69d179936d22e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS240\" target=\"_blank\">CMPS 240 - DATA ANALYTICS IN PYTHON<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936d3d8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH262\" target=\"_blank\">MATH 262 - LINEAR ALGEBRA<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69d179936d58f\" 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=\"69d179936d73d\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA301\" target=\"_blank\">DATA 301 - DATA ANALYSIS & VISUALIZATION<\/a> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li>Career Pathways: <a id=\"69d179936d90c\" 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=\"69d179936d949\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a> &#8211; <a id=\"69d179936daf8\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA225\" target=\"_blank\">DATA 225 - ETHICS OF TECHNOLOGY<\/a> <strong>WI <\/strong>(HRS 4)<\/li>\n<li><a href=\"#gened\" rel=\"noopener\">General Education Requirement<\/a> (HRS 4)*<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 2)<\/li>\n<li>Total: (HRS 18)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69d179936dcab\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH370\" target=\"_blank\">MATH 370 - APPLIED STATISTICS<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936de8e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS364\" target=\"_blank\">CMPS 364 - DATABASE DESIGN<\/a> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936e10a\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS231\" target=\"_blank\">CMPS 231 - DATA STRUCTURES<\/a> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (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=\"69d179936e2f1\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS320\" target=\"_blank\">CMPS 320 - MACHINE LEARNING<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936e5ea\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS310\" target=\"_blank\">CMPS 310 - BIG DATA PROGRAMMING<\/a><sup>1<\/sup> (HRS 4)<\/li>\n<li><span style=\"font-weight: 400\">Free Elective (minor, certificate, or second major requirement)<\/span> (HRS 4)<\/li>\n<li>Major: <a id=\"69d179936e79c\" 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=\"69d179936e91b\" 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=\"69d179936eaa5\" 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=\"69d179936ec7f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA620\" target=\"_blank\">DATA 620 - ETHICS IN DATA & COMPUTING<\/a> (HRS 3)<\/li>\n<li>Major: <a id=\"69d179936ee07\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS311\" target=\"_blank\">CMPS 311 - OPERATING SYSTEMS<\/a><sup>2 <\/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=\"69d179936efc6\" 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=\"69d179936f1a1\" 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>128 credits****<\/p>\n<p><b>GPA Required for BS in Computer Science:<\/b> 2.0<\/p>\n<p><b>GPA Required for 4+1 Pathway: <\/b>3.0<\/p>\n<p><b>WI: <\/b>Writing Intensive-3 required in the major<\/p>\n<a id=gened><\/a>\n<p><b>*General Education courses<\/b><span style=\"font-weight: 400\"> can be done in any order with the exception of INTD 101, CRWT and MATH. Those three general education courses will need to be done first. First Year Seminar is taken in the first semester. Failure to complete CRWT and MATH will result in a hold when the student hits 64 credits. The following general education courses can be done in any order. For more info on these courses, please visit the <\/span><a href=\"https:\/\/www.ramapo.edu\/catalog-2023-2024\/general-education\/\"><span style=\"font-weight: 400\">General Education program requirements website in the College Catalog<\/span><\/a><span style=\"font-weight: 400\">:<\/span><\/p>\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>Social Science Inquiry (+W)<\/div><div class=\"c_content\">\n<a id=\"69d179936f2bc\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SOCIAL SCIENCE INQUIRY<\/a>\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>Scientific Reasoning<\/div><div class=\"c_content\">\n<a id=\"69d179936f312\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SCIENTIFIC REASONING<\/a>\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>Historical Perspectives (+W)<\/div><div class=\"c_content\">\n<p><span style=\"font-weight: 400\"><a id=\"69d179936f361\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - HISTORICAL PERSPECTIVES<\/a><\/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>Studies in the Arts and Humanities (+W)<\/div><div class=\"c_content\">\n<p><span style=\"font-weight: 400\"><a id=\"69d179936f3c0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - STUDIES IN THE ARTS AND HUMANITIES<\/a><\/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>Global Awareness (+W)<\/div><div class=\"c_content\">\n<p><span style=\"font-weight: 400\"><a id=\"69d179936f479\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - GLOBAL AWARENESS<\/a><\/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>Distribution Category (Outside of TAS)<\/div><div class=\"c_content\">\n<a id=\"69d179936f4ed\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a>;\u00a0<a id=\"69d179936f50d\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY AND SOCIETY<\/a>; OR\u00a0<a id=\"69d179936f52b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY<\/a>\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>Distribution Category<\/div><div class=\"c_content\">\n<a id=\"69d179936f58f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a>;\u00a0<a id=\"69d179936f5a2\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY AND SOCIETY<\/a>; OR\u00a0<a id=\"69d179936f5ba\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY<\/a>\n<\/div><\/div>\n<p><span style=\"font-weight: 400\">+W: Students transferring in with 48 or more credits are waived from these general education requirements.<\/span><\/p>\n<p>1 Or another CMPS course from the set of courses outlined in the narrative above.<\/p>\n<p>* 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: <a href=\"https:\/\/www.ramapo.edu\/majors-minors\/a-z\/\">https:\/\/www.ramapo.edu\/majors-minors\/a-z\/<\/a><\/p>\n<p>*** Two additional free electives are required in the 3rd year because graduate courses are only 3 credits, instead of the usual 4 for undergraduate courses. Thus, a student must take an additional 3 credits to meet the 128-credit graduation requirement.<\/p>\n<p><b>Total Graduate Credits Required: <\/b>30 credits****<\/p>\n<p><b>GPA Required for MSCS:<\/b> 3.0<\/p>\n<p>****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.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>NOTE: CRWT and MATH courses are determined by placement testing and should be taken following the sequence above. 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 OR WI (HRS 4) General [&hellip;]<\/p>\n","protected":false},"author":973,"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 Graduation Plan (Fall 2024) || 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\/recommended-graduation-plan-2024\/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: CRWT and MATH courses are determined by placement testing and should be taken following the sequence above. 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