  {"id":6460,"date":"2021-09-03T16:04:12","date_gmt":"2021-09-03T20:04:12","guid":{"rendered":"https:\/\/www.ramapo.edu\/four-year-2022-2023\/?page_id=6460"},"modified":"2022-06-13T22:55:09","modified_gmt":"2022-06-14T02:55:09","slug":"bioinformatics-with-ms-in-data-science-4-plus-1","status":"publish","type":"page","link":"https:\/\/www.ramapo.edu\/four-year-2022-2023\/tas\/bioinformatics-with-ms-in-data-science-4-plus-1\/","title":{"rendered":"Bioinformatics with MS in Data 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\/06\/2022-2023-Bioinformatics-Five-Year-Plan-41-1.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\/four-year-2022-2023\/wp-content\/uploads\/sites\/369\/2022\/06\/2022-2023-Bioinformatics-Five-Year-Plan-41-1.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: <a id=\"69cf1aaede052\" href=\"https:\/\/catalog.ramapo.edu\/courses\/INTD101\" target=\"_blank\">INTD 101 - FIRST YEAR SEMINAR<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaede287\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM116\" target=\"_blank\">CHEM 116 - GENERAL CHEMISTRY I LECTURE<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaede3f5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM116L\" target=\"_blank\">CHEM 116L - GENERAL CHEMISTRY I LAB<\/a> (HRS 1)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaede58f\" 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=\"69cf1aaede718\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL111\" target=\"_blank\">BIOL 111 - FUNDAMENTALS OF BIOLOGY I LECTURE<\/a> <strong>WI<\/strong> (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaede8f5\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL111L\" target=\"_blank\">BIOL 111L - FUNDAMENTALS OF BIOLOGY I LAB<\/a> <strong>WI<\/strong> (HRS 1)<\/li>\n<li>Total: (HRS 18)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaedeaa0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL113\" target=\"_blank\">BIOL 113 - FUNDAMENTALS OF BIOLOGY II LEC<\/a>* (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaedec66\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL113L\" target=\"_blank\">BIOL 113L - FUNDAMENTALS OF BIOLOGY II LAB<\/a>* (HRS 1)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaededfc\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM117\" target=\"_blank\">CHEM 117 - GENERAL CHEMISTRY II LECTURE<\/a>* (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaedef7e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM117L\" target=\"_blank\">CHEM 117L - GENERAL CHEMISTRY II LAB<\/a>* (HRS 1)<\/li>\n<li>Major: <a id=\"69cf1aaedf147\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS130\" target=\"_blank\">CMPS 130 - SCI PROBLEM SOLVING-PYTHON<\/a> (HRS 4)<\/li>\n<li>Gen Ed: Quantitative Reasoning &#8211; <a id=\"69cf1aaedf2a2\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH121\" target=\"_blank\">MATH 121 - CALCULUS I<\/a>* (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69cf1aaedf40d\" 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 18)<\/li>\n<\/ul>\n<h3>Second Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaedf634\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM211\" target=\"_blank\">CHEM 211 - ORGANIC CHEMISTRY I LECTURE<\/a>* OR <a id=\"69cf1aaedf7d1\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM206\" target=\"_blank\">CHEM 206 - ESSNTLS ORGANIC CHEMISTRY LEC<\/a> * (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaedfbcb\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM211L\" target=\"_blank\">CHEM 211L - ORGANIC CHEMISTRY I LAB<\/a>* OR <a id=\"69cf1aaedfdca\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM206L\" target=\"_blank\">CHEM 206L - ESSNTLS ORGANIC CHEMISTRY LAB<\/a> * (HRS 1)<\/li>\n<li>Major: <a id=\"69cf1aaedff5b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS240\" target=\"_blank\">CMPS 240 - DATA ANALYTICS IN PYTHON<\/a>* (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee00e3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA101\" target=\"_blank\">DATA 101 - INTRODUCTION TO DATA SCIENCE<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaee010f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SOCIAL SCIENCE INQUIRY<\/a> (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69cf1aaee025e\" 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 17)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee03f2\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM213\" target=\"_blank\">CHEM 213 - ORGANIC CHEMISTRY II LECTURE<\/a> * OR Elective (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee0571\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CHEM213L\" target=\"_blank\">CHEM 213L - ORGANIC CHEMISTRY II LAB<\/a> * OR Elective (HRS 1)<\/li>\n<li>Major: <a id=\"69cf1aaee0702\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL332\" target=\"_blank\">BIOL 332 - GENETICS LECTURE<\/a> * (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee0899\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL332L\" target=\"_blank\">BIOL 332L - GENETICS LAB<\/a> * (HRS 1.5)<\/li>\n<li>Major: <a id=\"69cf1aaee0a34\" href=\"https:\/\/catalog.ramapo.edu\/courses\/PSYC242\" target=\"_blank\">PSYC 242 - STATISTICS<\/a> OR <a id=\"69cf1aaee0c05\" href=\"https:\/\/catalog.ramapo.edu\/courses\/ENSC345\" target=\"_blank\">ENSC 345 - RESEARCH DESIGN & STATISTICS<\/a> (HRS 4)<\/li>\n<li>Career Pathways: <a id=\"69cf1aaee0d6a\" 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 14.5)<\/li>\n<\/ul>\n<h3>Third Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee0ef3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL407\" target=\"_blank\">BIOL 407 - CELL & MOLECULAR BIOLOGY LEC<\/a>* <strong>WI<\/strong> (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee1040\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIOL407L\" target=\"_blank\">BIOL 407L - CELL & MOLECULAR BIOLOGY LAB<\/a>* <strong>WI <\/strong>(HRS 1.5)<\/li>\n<li>Major: <a id=\"69cf1aaee11b3\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH237\" target=\"_blank\">MATH 237 - DISCRETE STRUCTURES<\/a>* (HRS 4)<\/li>\n<li>Gen Ed: Distribution Category (choose 1): <a id=\"69cf1aaee11db\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY<\/a>, <a id=\"69cf1aaee11f6\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY AND SOCIETY<\/a>, or <a id=\"69cf1aaee121a\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a> (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaee122e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - STUDIES IN THE ARTS AND HUMANITIES<\/a> formerly known as\u00a0<a id=\"69cf1aaee1242\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - STUDIES IN THE ARTS AND HUMANITIES<\/a>\u00a0 <a id=\"69cf1aaee140f\" href=\"https:\/\/catalog.ramapo.edu\/courses\/AIID201\" target=\"_blank\">AIID 201 - STUDIES IN THE ARTS & HUMANITIES<\/a> (HRS 4)<\/li>\n<li>Total: (HRS 17.5)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee15af\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIIN430\" target=\"_blank\">BIIN 430 - BIOINFORMATICS:  LECTURE AND LAB<\/a>* (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee178b\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS364\" target=\"_blank\">CMPS 364 - DATABASE DESIGN<\/a>* (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee193e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH262\" target=\"_blank\">MATH 262 - LINEAR ALGEBRA<\/a>* (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaee196a\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - HISTORICAL PERSPECTIVES<\/a> (HRS 4)<\/li>\n<li>Total: (HRS 16)<\/li>\n<\/ul>\n<h3>Fourth Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: Bioinformatics Elective (Group I) (HRS 4)<\/li>\n<li>Gen Ed: <a id=\"69cf1aaee1982\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - GLOBAL AWARENESS<\/a> (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee1adb\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA601\" target=\"_blank\">DATA 601 - INTRODUCTION TO DATA SCIENCE<\/a> (MS) (HRS 3)<\/li>\n<li>Major: <a id=\"69cf1aaee1c2e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS530\" target=\"_blank\">CMPS 530 - PYTHON FOR DATA SCIENCE<\/a>** (MS) (HRS 3)<\/li>\n<li>Total: (HRS 14)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee1dda\" href=\"https:\/\/catalog.ramapo.edu\/courses\/BIIN450\" target=\"_blank\">BIIN 450 - ADVANCED BIOINFORMATICS<\/a>*\u00a0<strong>WI <\/strong>(HRS 4)<\/li>\n<li>Gen Ed: Distribution Category (choose 1): <a id=\"69cf1aaee1e06\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - CULTURE AND CREATIVITY<\/a>, <a id=\"69cf1aaee1e1e\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - SYSTEMS, SUSTAINABILITY AND SOCIETY<\/a>, or <a id=\"69cf1aaee1e31\" href=\"https:\/\/catalog.ramapo.edu\/courses\/\" target=\"_blank\">  - VALUES AND ETHICS<\/a> <strong>(Must be outside of TAS)<\/strong> (HRS 4)<\/li>\n<li>Major: Bioinformatics Elective (Group I or II) (HRS 4)<\/li>\n<li>Major: <a id=\"69cf1aaee1fb0\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA620\" target=\"_blank\">DATA 620 - ETHICS IN DATA & COMPUTING<\/a> (MS) (HRS 3)<\/li>\n<li>Total: (HRS 15)<\/li>\n<\/ul>\n<h3>Fifth Year<\/h3>\n<h4>Fall Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee2110\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH570\" target=\"_blank\">MATH 570 - APPLIED STATISTICS<\/a> (HRS 3)<\/li>\n<li>Major: <a id=\"69cf1aaee2215\" href=\"https:\/\/catalog.ramapo.edu\/courses\/MATH680\" target=\"_blank\">MATH 680 - ADVANCED MATHEMATICAL MODELING<\/a> (HRS 3)<\/li>\n<li>Major: Technical Elective AND\/OR Interdisciplinary Elective AND\/OR <a id=\"69cf1aaee238c\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA730\" target=\"_blank\">DATA 730 - DATA SCIENCE FIELDWORK I<\/a>*** (HRS 3+3)<\/li>\n<li>Total: (HRS 12)<\/li>\n<\/ul>\n<h4>Spring Semester<\/h4>\n<ul>\n<li>Major: <a id=\"69cf1aaee2520\" href=\"https:\/\/catalog.ramapo.edu\/courses\/CMPS664\" target=\"_blank\">CMPS 664 - ADVANCED DATABASE AND BIG DATA SYSTEMS<\/a> (HRS 3)<\/li>\n<li>Major: Data Science Technical Elective (HRS 3)<\/li>\n<li>Major: <a id=\"69cf1aaee2676\" href=\"https:\/\/catalog.ramapo.edu\/courses\/DATA750\" target=\"_blank\">DATA 750 - DATA SCIENCE THESIS<\/a> (HRS 3)<\/li>\n<li>Total: (HRS 9)<\/li>\n<\/ul>\n<\/div>\n<p><b>Total Undergraduate Credits Required: <\/b><span style=\"font-weight: 400\">128 credits (all courses listed in first four years)<\/span><\/p>\n<p><b>Major GPA required for undergraduate graduation:<\/b><span style=\"font-weight: 400\"> 2.0<\/span><\/p>\n<p><b>WI: Writing Intensive &#8211; 3 courses required in the major.<\/b><\/p>\n<p><b>Total Graduate Credits Required: <\/b><span style=\"font-weight: 400\">30 credits (listed with MS in fourth year and all fifth year courses)<\/span><\/p>\n<p><b>Student must be in good academic standing: <\/b><span style=\"font-weight: 400\">\u00a0<\/span><a href=\"https:\/\/www.ramapo.edu\/provost\/policy\/graduate-academic-standing\/\"><span style=\"font-weight: 400\">https:\/\/www.ramapo.edu\/provost\/policy\/graduate-academic-standing\/<\/span><\/a><span style=\"font-weight: 400\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">* <\/span> <span style=\"font-weight: 400\">This course has a prerequisite.\u00a0 Please refer to the course catalog for information about pre-requisites.<\/span><\/p>\n<p><span style=\"font-weight: 400\">** <\/span> <span style=\"font-weight: 400\">This course satisfies a Group II Bioinformatics Elective<\/span><\/p>\n<p><span style=\"font-weight: 400\">***<\/span> <span style=\"font-weight: 400\">Students must complete two technical electives and one interdisciplinary elective. DATA 730 Fieldwork Experience may\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400\">be used to replace one of the three total electives.\u00a0<\/span><\/p>\n<p>&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: (HRS 4) Gen Ed: (HRS 4) Gen Ed: (HRS 1) Gen Ed: (HRS 4) Major: WI (HRS 4) Major: WI (HRS 1) Total: (HRS 18) Spring [&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-6460","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>Bioinformatics with MS in Data 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\/bioinformatics-with-ms-in-data-science-4-plus-1\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bioinformatics with MS in Data 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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