{"id":3937,"date":"2025-05-20T09:28:22","date_gmt":"2025-05-20T13:28:22","guid":{"rendered":"https:\/\/www.bu.edu\/online\/?post_type=bu-program-page&#038;p=3937"},"modified":"2026-02-27T13:42:31","modified_gmt":"2026-02-27T18:42:31","slug":"ms-computer-information-systems-data-analytics-concentration","status":"publish","type":"bu-program-page","link":"https:\/\/www.bu.edu\/online\/degrees-certificates\/computer-information-systems\/ms-computer-information-systems-data-analytics-concentration\/","title":{"rendered":"Online Master of Science in Computer Information Systems, Data Analytics Concentration"},"content":{"rendered":"\n<h2>Gain Expertise in Predictive Modeling, Data Mining, and Visualization<\/h2>\n\n\n\n<p>The MS in Computer Information Systems (MSCIS) concentration in Data Analytics will provide professionals with the skills required to compete for jobs as data scientists, analysts, architects, and engineers amid rising global demand. The concentration will explore the intricacies of data analytics and expose students to various topics related to data processing, analysis, and visualization. Along with probability theory and statistical analysis methods and tools, students will learn how to generate relevant visual presentations of data and will examine concepts and techniques for data mining, text mining, and web mining. In addition to the broad background in the theory of practice of information technology gained from the Computer Information Systems core courses, individuals who complete this program will have a solid knowledge of data analytics practices accompanied by exposure to the methods and tools for data mining and knowledge discovery\u2014preparing them for IT leadership and artificial intelligence-integrated positions in a variety of sectors seeking data analysts.<\/p>\n\n\n\n<p>The MS in Computer Information Systems, Data Analytics Concentration is also available on campus in Boston. <a href=\"https:\/\/www.bu.edu\/met\/degrees-certificates\/ms-computer-information-systems-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more<\/a>.<\/p>\n\n\n\n<h2>Curriculum<\/h2>\n\n\n\n<p>A total of 32 units is required.<\/p>\n\n\n\n<p>Students must complete the core courses and Data Analytics concentration requirements.<\/p>\n\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h3 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Prerequisites and Corequisites<\/h3><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n\n\n\n<p>Applicants to the program are required to have a bachelor\u2019s degree in any discipline from a regionally accredited institution. Students with limited academic background in information technology or computer science may be required to enroll in the following complimentary lab. Recommendations will be provided upon admission.<\/p>\n\n\n\n<p>Prerequisite:<\/p>\n\n\n\n<ul><li>MET LB 102 Introduction to Computer Information Systems<\/li><\/ul>\n\n\n\n<p>All students are required to enroll in the following complimentary labs, regardless of their background. These labs can be taken simultaneously while enrolled in the MSCIS program.<\/p>\n\n\n\n<p>Corequisites:<\/p>\n\n\n\n<ul><li>MET LB 103 Core Mathematical Concepts<\/li><li>MET LB 104 Foundations of Probability<\/li><\/ul>\n\n\n<p><\/div>\n<\/div>\n\n\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h3 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Core Courses<\/h3><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n\n\n\n<p>(Four courses\/16 units)<\/p>\n\n\n\n<p style=\"font-weight: bold; font-style: italic; font-size:105%;\">One of the following:<\/p>\n\n\n<p><div class=\"course-feed\"><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">520<\/span><\/span> Information Structures with Java<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisite: MET LB 102 or consent of instructor. Not recommended for students without a programming background. Explore the concepts of object-oriented approach to software design and development using the Java programming language. You will engage in a detailed discussion of programming concepts starting with the fundamentals of data types, control structures methods, classes, applets, arrays and strings, and proceeding to advanced topics such as inheritance and polymorphism, interfaces, creating user interfaces, exceptions, and streams. Upon completion of this course, you will be able to apply software engineering criteria to design and implement Java applications that are secure, robust, and scalable.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Zhang<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">521<\/span><\/span> Information Structures with Python<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        <div class=\"cf-hub-ind\">  <a href=\"http:\/\/www.bu.edu\/hub\/what-is-the-hub\/\" target=\"_blank\" class=\"cf-hub-head\" alt=\"BU Hub\">    <span aria-hidden=\"true\" class=\"bu-hub-iconstyles icon-buhub\">BU Hub<\/span>  <\/a>  <a href=\"http:\/\/www.bu.edu\/hub\/what-is-the-hub\/\" target=\"_blank\" class=\"hub-head\">    <span aria-hidden=\"true\" class=\"bu-hub-iconstyles icon-questionmark\">Learn More<\/span>  <\/a>  <ul class=\"cf-hub-offerings\"><li class=\"cf-hub-area-4\">Creativity\/Innovation<\/li><li class=\"cf-hub-area-1\">Critical Thinking<\/li><li class=\"cf-hub-area-H\">Quantitative Reasoning II<\/li>  <\/ul><\/div>\n\t\t<p class=\"cf-course-description\">This course covers the concepts of the object-oriented approach to software design and development using Python. It includes a detailed discussion of programming concepts starting with the fundamentals of data types, control structures methods, classes, arrays and strings, and proceeding to advanced topics such as inheritance and polymorphism, creating user interfaces, exceptions and streams. Upon completion of this course students will be able to apply software engineering principles to design and implement Python applications that can be used in with analytics and big data. Effective Fall 2021, this course fulfills a single unit in each of the following BU Hub areas: Quantitative Reasoning II, Creativity\/Innovation, Critical Thinking. Prerequisite: Programming experience in any language. Or Instructor's consent.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Mohan<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">T<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=MET\">MET 122<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Zhang<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Trajanov<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><\/div><\/p>\n\n\n\n<div style=\"border-top: 1px solid #ddd;\"><p style=\"font-weight: bold; font-style: italic; font-size:105%;margin-top:20px;\">And these three courses:<\/p><\/div>\n\n\n<p><div class=\"course-feed\"><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">625<\/span><\/span> Business Data Communication and Networks<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET LB 102 or consent of instructor. - This course presents the foundations of data communications and takes a bottom-up approach to computer networks. The course concludes with an overview of basic network security and management concepts. Restrictions: This course may not be taken in conjunction with MET CS 425 (undergraduate) or MET CS 535. Only one of these courses can be counted toward degree requirements.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Arena<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">T<\/td>\n\t<td class=\"cf-section-start\">12:30:00 PM&ndash;03:15:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=EPC\">EPC 208<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A2, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Arena<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">T<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=CAS\">CAS 116<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Rizinski<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Rizinski<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">669<\/span><\/span> Database Design and Implementation for Business<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\"><\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Learn the latest relational and object-relational tools and techniques for persistent data and object modeling and management. You will gain extensive hands-on experience using Oracle or Microsoft SQL Server as you learn the Structured Query Language (SQL) and design and implement databases. You will design and implement a database system as a term project. Restrictions: This course may not be taken in conjunction with MET CS 469 (undergraduate) or MET CS 579. Only one of these courses can be counted towards degree requirements.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Diwania<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">R<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=CAS\">CAS B20<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Mansur<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Lee<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">682<\/span><\/span> Information Systems Analysis and Design<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: Basic programming knowledge or consent of instructor. - Object-oriented methods of information systems analysis and design for organizations with data- processing needs. System feasibility; requirements analysis; database utilization; Unified Modeling Language; software system architecture, design, and implementation, management; project control; and systems-level testing.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Guadagno<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">W<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=CAS\">CAS 324<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Braude<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><\/div><\/p>\n\n\n\n<div><p>Students who have completed courses on core curriculum subjects as part of their undergraduate degree program or have relevant work-related experience may request permission from the Department of Computer Science to replace the corresponding core courses with graduate-level computer information systems electives. Please refer to the <a href=\"https:\/\/www.bu.edu\/csmet\/academic-programs\/met-computer-science-academic-policies-manual\/\" target=\"_blank\" rel=\"noopener noreferrer\">MET CS Academic Policies Manual<\/a> for further details.<\/p><\/div>\n\n\n<p><\/div>\n<\/div>\n\n\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h3 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Concentration Requirements<\/h3><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n\n\n\n<p>(Four courses\/16 units)<\/p>\n\n\n\n<p style=\"font-weight: bold; font-style: italic; font-size:105%;\">One of the following:<\/p>\n\n\n<p><div class=\"course-feed\"><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">544<\/span><\/span> Foundations of Analytics and Data Visualization<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET LB 103, MET LB 104, and (METCS 520 or METCS 521), or equivalent knowledge, or consent of instructor. The goal of this course is to provide students with the mathematical and practical background required in the field of data analytics. Probability and statistics concepts will be reviewed as well as the R tool for statistical computing and graphics. Different types of data are investigated along with data summarization techniques and plotting methods. Data populations using discrete, continuous, and multivariate distributions are explored. Sampling methods and errors during measurements and computations are analyzed in the course. String manipulations and data wrangling methods are examined in detail. The concepts covered in the course are demonstrated using R. Laboratory Course. Restrictions: This course may not be taken in conjunction with MET CS 550.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Rizinski<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">M<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=MET\">MET 122<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Kalathur<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">550<\/span><\/span> Computational Mathematics for Machine Learning<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: Basic knowledge of Python or R; or consent of instructor. - Mathematics is fundamental to data science and machine learning. In this course, you will review essential mathematical concepts and fundamental procedures illustrated by Python and\/or R code and visualizations. Computational methods for data science presented through accessible, self-contained examples, intuitive explanations, and visualization will be discussed. Equal emphasis will be placed on both mathematics and computational methods that are at the heart of many algorithms for data analysis and machine learning. You will also advance your mathematical proficiency, enabling you to effectively apply your skills to data analytics and machine learning. Restrictions: This course may not be taken in conjunction with MET CS 544.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Pinsky<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">M<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=SOC\">SOC B57<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Pinsky<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><\/div><\/p>\n\n\n\n<div style=\"border-top: 1px solid #ddd;\"><p style=\"font-weight: bold; font-style: italic; font-size:105%;margin-top:20px;\">And:<\/p><\/div>\n\n\n<p><div class=\"course-feed\"><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">555<\/span><\/span> Foundations of Machine Learning<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET CS 544 or MET CS 550 or consent of instructor.  Learn the foundations of machine learning, regression, and classification. Topics include how to describe data, statistical inference, 1 and 2 sample tests of means and proportions, simple linear regression, multiple linear regression, multinomial regression, logistic regression, analysis of variance, and regression diagnostics. These topics are explored using the statistical package R, with a focus on understanding how to use these methods and interpret their outputs and how to visualize the results. In each topic area, the methodology, including underlying assumptions and the mechanics of how it all works along with appropriate interpretation of the results are discussed. Concepts are presented in context of real-world examples in order to help you learn when and how to deploy different methods.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Zhang<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">R<\/td>\n\t<td class=\"cf-section-start\">12:30:00 PM&ndash;03:15:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=COM\">COM 217<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A2, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Alizadeh-Shabdiz<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">W<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=CAS\">CAS 116<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Alizadeh-Shabdiz<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><\/div><\/p>\n\n\n\n<div style=\"border-top: 1px solid #ddd;\"><p style=\"font-weight: bold; font-style: italic; font-size:105%;margin-top:20px;\">Plus two courses selected from the following (some courses may not be available in the online format):<\/p><\/div>\n\n\n<p><div class=\"course-feed\"><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">577<\/span><\/span> Data Science with Python<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\"><\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisite: (MET CS 521) or equivalent or instructor's consent. Students will learn major Python tools and techniques for data analysis. There are weekly assignments and mini projects on topics covered in class. These assignments will help build necessary statistical, visualization and other data science skills for effective use of data science in a variety of applications including finance, text processing, time series analysis and recommendation systems. In addition, students will choose a topic for a final project and present it on the last day of class.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Pinsky<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">W<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=CAS\">CAS 313<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A2, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Pinsky<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">T<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=HAR\">HAR 210<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Mohan<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">688<\/span><\/span> Web Mining and Graph Analytics<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET CS 544, or MET CS 555 or equivalent knowledge, or instructor's consent. - The Web Mining and Graph Analytics course covers the areas of web mining, machine learning fundamentals, text mining, clustering, and graph analytics. This includes learning fundamentals of machine learning algorithms, how to evaluate algorithm performance, feature engineering, content extraction, sentiment analysis, distance metrics, fundamentals of clustering algorithms, how to evaluate clustering performance, and fundamentals of graph analysis algorithms, link analysis and community detection based on graphs. Laboratory Course.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Hajiyani<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">M<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=FLR\">FLR 123<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Rawassizadeh<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">699<\/span><\/span> Data Mining<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET CS 521, MET LB 103 and MET LB 104; and either MET CS 579 or MET CS 669;  or consent of instructor. - Study basic concepts and techniques of data mining. Topics include data preparation, classification, performance evaluation, association rule mining, regression and clustering. You will learn underlying theories of data mining algorithms in the class and practice those algorithms through assignments and a semester-long class project using R. After finishing this course, you will be able to independently perform data mining tasks to solve real-world problems.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A2, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Lee<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">W<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=MCS\">MCS B33<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O1, SPRG 2026 <span class=\"cf-section-dates\">Jan 13th to Mar 2nd<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Lee<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">767<\/span><\/span> Advanced Machine Learning and Neural Networks<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisites: MET CS 521 and at least one of MET CS 577, MET CS 622, MET CS 673 or MET CS 682; or consent of instructor. Theories and methods for learning from data. The course covers a variety of approaches, including Supervised and Unsupervised Learning, Regression, k-means, KNN's, Neural Nets and Deep Learning, Transformers, Recurrent Neural Nets, Adversarial Learning, Bayesian Learning, and Genetic Algorithms. The underpinnings are covered: perceptron's, backpropagation, attention, and transformers. Each student creates a term project.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Mohan<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">R<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=MET\">MET 101<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div><div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section O2, SPRG 2026 <span class=\"cf-section-dates\">Mar 10th to Apr 27th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Alizadeh-Shabdiz<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">ARR<\/td>\n\t<td class=\"cf-section-start\">12:00:00 AM&ndash;12:00:00 AM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=\"> <\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><aside class=\"cf-course\">\n\t<div class=\"cf-course-card\">\n\t\t<h3 class=\"cf-course-title\"><span class=\"cf-course-id\"><span class=\"cf-course-college\">MET<\/span> <span class=\"cf-course-dept\">CS<\/span> <span class=\"cf-course-number\">777<\/span><\/span> Big Data Analytics<\/h3>\n\t\t<p class=\"meta cf-course-info\"><span class=\"cf-course-credits\">4 credits.<\/span> <span class=\"cf-course-offered\">Fall and Spring<\/span> <span class=\"cf-course-prereqs\"><\/span><\/p>\n        \n\t\t<p class=\"cf-course-description\">Prerequisite: (MET CS 521 & MET CS 544 & MET CS 555) or MET CS 577 or consent of instructor. An introduction to large-scale data analytics, focusing on both the foundational concepts and practical tools used in the field. Big Data analytics involves extracting meaningful, non-trivial insights from vast and complex datasets. You will explore key software tools and programming techniques commonly used by data scientists working with distributed systems. You will also learn core technologies for storing and processing large volumes of data, with a particular emphasis on cluster computing frameworks that follow the MapReduce paradigm, including Hadoop MapReduce and Apache Spark. Through hands-on assignments and projects, you will gain practical experience by implementing data processing algorithms and running them on real-world cloud platforms such as Amazon Web Services (AWS) and Google Cloud, utilizing educational credits and accounts provided for the course.<\/p>\n\t<\/div>\n\n\t<div class=\"responsive-table cf-section-wrapper\">\n<table class=\"cf-table\">\n\t<caption class=\"cf-section-title\">Section A1, SPRG 2026 <span class=\"cf-section-dates\">Jan 20th to Apr 30th<\/span><\/caption>\n\t<thead class=\"cf-section-header\">\n\t\t<tr>\n\t\t\t<th class=\"cf-section-instructortitle\">Instructor<\/th>\n\t\t\t<th class=\"cf-section-typetitle\">Type<\/th>\n\t\t\t<th class=\"cf-section-daytitle\">Days<\/th>\n\t\t\t<th class=\"cf-section-timestitle\">Times<\/th>\n\t\t\t<th class=\"cf-section-locationtitle\">Location<\/th>\n\t\t<\/tr>\n\t<\/thead>\n\t<tbody>\n\t\t<tr class=\"cf-section-item\">\n\t<td class=\"cf-section-instructor\">Alizadeh-Shabdiz<\/td>\n\t<td class=\"cf-section-type\">Independent<\/td>\n\t<td class=\"cf-section-day\">M<\/td>\n\t<td class=\"cf-section-start\">06:00:00 PM&ndash;08:45:00 PM<\/td>\n\t<td class=\"cf-section-location\"><a href=\"http:\/\/www.bu.edu\/maps\/?search=MCS\">MCS B31<\/a><\/td>\n<\/tr>\n\t<\/tbody>\n<\/table>\n<\/div>\n<\/aside><\/div><\/p>\n\n\n<p><\/div>\n<\/div>\n\n\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h3 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Master's Thesis Option<\/h3><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n\n\n\n<p>(8 units)<\/p>\n\n\n\n<p>Students have the option to complete a master\u2019s thesis in addition to the program\u2019s eight course (32 unit) requirements. The thesis option is to be completed within twelve months and is available to Master of Science in Computer Information Systems candidates who have completed at least four courses toward their degree and have a GPA of 3.7 or higher. Students are responsible for finding a thesis advisor and a principal reader within the department. The advisor must be a full-time faculty member; the principal reader may be part-time faculty with a PhD (unless waived by the department).<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/www.bu.edu\/met\/files\/2020\/09\/bu-met-thesis-proposal-form.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Master\u2019s Thesis Proposal Form<\/a><\/li><li><a href=\"http:\/\/www.bu.edu\/csmet\/files\/2012\/04\/bu-met-defense-authorization-form.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Master\u2019s Thesis Defense Authorization Form<\/a><\/li><\/ul>\n\n\n<p><\/div>\n<\/div>\n\n\n\n\n<div class=\"wp-block-group program-block program-block--requirements program-block--type-degrees\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-columns program-block--requirements__inner\">\n<div class=\"wp-block-column program-block--requirements__content\">\n<div class=\"wp-block-group program-block--requirements__group\"><div class=\"wp-block-group__inner-container\">\n<h3 class=\"program-block--requirements__group-title\"><a href=\"https:\/\/www.bu.edu\/met\/admissions\/academic-calendars\/online-calendar\/\"><strong>Dates &amp; Deadlines<\/strong><\/a><\/h3>\n\n\n\n<p class=\"program-block--requirements__group-text\">View BU MET\u2019s academic calendar for online programs, including important dates and deadlines.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group program-block--requirements__group\"><div class=\"wp-block-group__inner-container\">\n<h3 class=\"program-block--requirements__group-title\"><a href=\"https:\/\/www.bu.edu\/met\/admissions\/apply-now-graduate\/\"><strong>Application Requirements<\/strong><\/a><\/h3>\n\n\n\n<p class=\"program-block--requirements__group-text\">Learn about application requirements for BU MET graduate degree and certificate programs.<\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--requirements__media\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"576\" src=\"\/online\/files\/2025\/05\/MSCIS-Data-Analytics-man-left_2409735401.jpg\" alt=\"A person reviewing charts and data analytics on a computer screen.\" class=\"wp-image-6164\" srcset=\"https:\/\/www.bu.edu\/online\/files\/2025\/05\/MSCIS-Data-Analytics-man-left_2409735401.jpg 1024w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/MSCIS-Data-Analytics-man-left_2409735401-636x358.jpg 636w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/MSCIS-Data-Analytics-man-left_2409735401-768x432.jpg 768w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/MSCIS-Data-Analytics-man-left_2409735401-992x558.jpg 992w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"program-block__title\">How You Benefit from a <br>Boston University Education<\/h2>\n\n\n\n<p>A BU credential can help lay the foundation for career advancement and personal success.<\/p>\n\n\n\n<ul><li>Benefit from an average 24:1 student-to-instructor ratio.<\/li><li>Work closely with highly qualified faculty and industry leaders with substantial backgrounds and achievements in data analysis.<\/li><li>Courses introduce case studies and real-world projects that ensure you gain in-depth, practical experience with the latest technologies.<\/li><li>Many courses prepare you to leverage artificial intelligence for the analysis, development, and integration of modern information systems.<\/li><li>Study information systems alongside peers with solid business experience, learn from faculty who have valuable IT contacts across several sectors, and benefit from an alumni community with strong professional connections.<\/li><li>BU MET\u2019s Department of Computer Science was established in 1979 and is the longest-running computer science department at BU. Over the course of its existence, the department has played an important role in the emergence of IT at the University and throughout the region.<\/li><\/ul>\n\n\n\n<p>All graduate students are automatically considered for merit scholarships during the application process and nominated based on eligibility. <a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/admissions\/financial-aid\/scholarships\/merit-scholarships\/\" target=\"_blank\">Learn more.<\/a><\/p>\n\n\n\n<h2>Rankings &amp; Accreditations<\/h2>\n\n\n\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:20%\">\n<div class=\"wp-block-image program-block--accolades-with-text__card-media\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.usnews.com\/education\/online-education\/boston-university-OCIT0007\/computer-information-technology\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" width=\"300\" height=\"312\" src=\"\/online\/files\/2025\/10\/us-news-grad-infotech-2026.png\" alt=\"U.S. News &amp; World Report - Best Online Programs - Grad Information Technology - 2026\" class=\"wp-image-7921\"\/><\/a><\/figure><\/div>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:80%\">\n<p class=\"has-normal-font-size\"><strong><strong>#12, Best Online Master&#8217;s in Computer Information Technology Programs<\/strong><\/strong><\/p>\n\n\n\n<p class=\"has-small-font-size\">MET\u2019s online master\u2019s degrees in computer information technology are ranked #12 in the nation by <em>U.S. News &amp; World Report<\/em>.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h3>Graduate with Analytics Expertise<\/h3>\n\n\n\n<p>Students who complete the MSCIS degree concentration in Data Analytics will be able to demonstrate:<\/p>\n\n\n\n<ul><li>A foundation in applied probability and statistics, especially their relevance to day-to-day data analysis.<\/li><li>The ability to apply various data visualization techniques and their applications to real-world data sets.<\/li><li>An understanding of web analytics and metrics, procuring and processing unstructured text, and how to uncover hidden patterns.<\/li><li>Knowledge discovery skills using data mining techniques over vast amounts of data.<\/li><\/ul>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide program-block program-block--career-paths program-block--type-degrees\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group program-block--career-paths__footer\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-columns program-block--career-paths__footer-inner\">\n<div class=\"wp-block-column program-block--career-paths__footer-header\">\n<h3 class=\"program-block--career-paths__footer-title\">Career Outlook<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--career-paths__footer-card\">\n<h4 class=\"program-block--career-paths__footer-card-title\"><\/h4>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container\">\n<p><strong><strong>Employment of data scientists is projected to grow 36 percent from 2023 to 2033, much faster than the average for all occupations.<\/strong><\/strong><\/p>\n\n\n\n<p class=\"program-block--career-paths__footer-card-text\">Source: Bureau of Labor Statistics<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--career-paths__footer-card\">\n<h4 class=\"program-block--career-paths__footer-card-title\"><\/h4>\n\n\n\n<p><strong>$104,420<\/strong><\/p>\n\n\n\n<p class=\"program-block--career-paths__footer-card-text\"><strong><strong>Median salary for computer and information technology occupations<\/strong><\/strong><\/p>\n\n\n\n<p>Source: Bureau of Labor Statistics<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column\">\n<h4><\/h4>\n\n\n\n<p><strong><strong>Computer and IT jobs are projected to grow much faster than average from 2023 to 2033, with about 356,700 openings annually due to growth and workforce turnover.<\/strong><\/strong><br><br>Source: Bureau of Labor Statistics<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:20%\">\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-medium\"><img src=\"\/online\/files\/2025\/05\/Samba-headshot-square.jpg\" style=\"width: 150px; height: auto; border: 2px solid #04c5e7;\" alt=\"Sambasiva Rao Gangineni Headshot\" class=\"wp-image-3676\"><\/figure><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:80%\">\n<p class=\"has-text-align-left\">\u201cThree important skills students can learn from this program are programming, which is a way to communicate with the machines; analytical thinking, which yields valuable insights from the data; and data management, which is important in efficiently storing, processing, and retrieving the data.\u201d&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/programs\/computer-science-it\/stories\/sambasiva-rao-gangineni\/\" target=\"_blank\">Read&nbsp;more.<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:20%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:80%\">\n<p class=\"has-small-font-size\"><strong>Sambasiva Rao Gangineni (MET\u201919)<\/strong><br><strong>Senior Software Engineer, Availity Clinical Solutions<\/strong><br><em>MS, Computer Information Systems; Concentration, Data Analytics<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h3>Advance Your Career<\/h3>\n\n\n\n<p>BU MET\u2019s Computer Information Systems master\u2019s with a concentration in Data Analytics prepares you for a wealth of different roles, such as artificial intelligence specialist, data scientist, data engineer, big data developer, software developer, IT managers, database specialists, and many others.<\/p>\n\n\n\n<p><strong>Recent graduates have found job opportunities and career paths in organizations such as<\/strong>:<\/p>\n\n\n\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column\">\n<ul><li>Hewlett Packard Enterprise (HPE)<\/li><li>IBM<\/li><li>MIT Lincoln Laboratory<\/li><li>Oracle<\/li><\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column\">\n<ul><li>Quest Software<\/li><li>SAP<\/li><li>State Street Bank<\/li><\/ul>\n<\/div>\n<\/div>\n\n\n\n<h4>Take Advantage of Career Resources at BU MET<\/h4>\n\n\n\n<p>You will find the support you need in reaching your career goals through <a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/careers\/\" target=\"_blank\">MET\u2019s Career Development office<\/a>, which&nbsp;offers a variety of job-hunting resources, including one-on-one career counseling by appointment for online students. You can also take advantage of tools and resources available online through&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/careers\/\" target=\"_blank\">BU\u2019s Center for Career Development<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-group alignwide program-block program-block--featured-faculty program-block--type-programs\"><div class=\"wp-block-group__inner-container\">\n<div class=\"wp-block-group program-block--featured-faculty__inner\"><div class=\"wp-block-group__inner-container\">\n<h2 style=\"padding-top: 1.5em; margin-bottom: 0; text-align: center; color: #fff;\">Computer Science Faculty<\/h2>\n\n\n\n<div class=\"wp-block-columns program-block--featured-faculty__list\">\n<div class=\"wp-block-column program-block--featured-faculty__faculty\">\n<h3 class=\"has-text-align-left program-block--featured-faculty__faculty-name\"><a href=\"https:\/\/www.bu.edu\/met\/profile\/guanglan-zhang\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Guanglan Zhang<\/strong><\/a><\/h3>\n\n\n\n<p>Associate Professor, Computer Science<\/p>\n\n\n\n<p>Coordinator, Health Informatics Programs<\/p>\n\n\n\n<p>Chair, Computer Science<\/p>\n\n\n\n<figure class=\"wp-block-image size-large program-block--featured-faculty__faculty-image\"><img loading=\"lazy\" width=\"1024\" height=\"900\" src=\"\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-1024x900.jpg\" alt=\"Headshot of Guanglan Zhang\" class=\"wp-image-2774\" srcset=\"https:\/\/www.bu.edu\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-1024x900.jpg 1024w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-636x559.jpg 636w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-768x675.jpg 768w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-1536x1350.jpg 1536w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Guanglan_Zhang_Headshot_Canto-1-2048x1800.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--featured-faculty__faculty\">\n<h3 class=\"has-text-align-left program-block--featured-faculty__faculty-name\"><a href=\"https:\/\/www.bu.edu\/met\/profile\/shengzhi-zhang\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Shengzhi Zhang<\/strong><\/a><\/h3>\n\n\n\n<p>Associate Professor<\/p>\n\n\n\n<p>Associate Chair, Computer Science<\/p>\n\n\n\n<p>Coordinator, Web Application Development<\/p>\n\n\n\n<figure class=\"wp-block-image size-large program-block--featured-faculty__faculty-image\"><img loading=\"lazy\" width=\"683\" height=\"1024\" src=\"\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-683x1024.jpg\" alt=\"Headshot of Shengzhi Zhang\" class=\"wp-image-2776\" srcset=\"https:\/\/www.bu.edu\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-683x1024.jpg 683w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-424x636.jpg 424w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-768x1152.jpg 768w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-1024x1536.jpg 1024w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Shengzhi_Zhang_0023-1-1365x2048.jpg 1365w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--featured-faculty__faculty\">\n<h3 class=\"has-text-align-left program-block--featured-faculty__faculty-name\"><a href=\"https:\/\/www.bu.edu\/met\/profile\/eric-j-braude\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Eric Braude<\/strong><\/a><\/h3>\n\n\n\n<p>Associate Professor<\/p>\n\n\n\n<p>Director of Digital Learning, Computer Science<\/p>\n\n\n\n<p>Coordinator, Computer Information Systems<\/p>\n\n\n\n<figure class=\"wp-block-image size-large program-block--featured-faculty__faculty-image\"><img loading=\"lazy\" width=\"907\" height=\"1024\" src=\"\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-907x1024.jpg\" alt=\"Headshot of Eric Braude\" class=\"wp-image-2778\" srcset=\"https:\/\/www.bu.edu\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-907x1024.jpg 907w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-563x636.jpg 563w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-768x867.jpg 768w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-1361x1536.jpg 1361w, https:\/\/www.bu.edu\/online\/files\/2025\/05\/Eric_Braude_Headshot_Canto-1814x2048.jpg 1814w\" sizes=\"(max-width: 907px) 100vw, 907px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column program-block--featured-faculty__faculty\">\n<h3><a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/profile\/farshid-alizadeh-shabdiz\/\" target=\"_blank\">Farshid Alizadeh Shabdiz<\/a><\/h3>\n\n\n\n<p>Professor of the Practice, Computer Science<\/p>\n\n\n\n<figure class=\"wp-block-image size-large program-block--featured-faculty__faculty-image\"><img src=\"\/online\/files\/2025\/12\/Farshid_headshot_300x300.jpg\" alt=\"Farshid Alizadeh Shabdiz\" class=\"wp-image-5248\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h3 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">View All Faculty<\/h3><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/scott-arena\/\" target=\"_blank\" rel=\"noreferrer noopener\">Scott Arena <\/a><\/strong><br>Master Lecturer, Computer Science<br>Coordinator, Computer Networks<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/lou-chitkushev\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lou Chitkushev <\/a><\/strong><br>Senior Associate Dean for Academic Affairs<br>Associate Professor, Computer Science<br>Director, Health Informatics &amp; Health Sciences<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/john-day\/\" target=\"_blank\" rel=\"noreferrer noopener\">John Day <\/a><\/strong><br>Master Lecturer, Computer Science \u202f <\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/andrew-gorlin\/\" target=\"_blank\" rel=\"noreferrer noopener\">Andrew Gorlin <\/a><\/strong><br>Lecturer, Computer Science <\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/suresh-kalathur\/\" target=\"_blank\" rel=\"noreferrer noopener\">Suresh Kalathur <\/a><\/strong><br>Assistant Professor, Computer Science <br>Director, Analytics<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/vijay-kanabar\/\" target=\"_blank\" rel=\"noreferrer noopener\">Vijay Kanabar <\/a><\/strong><br>Associate Professor, Computer Science and Administrative Sciences<br>Director, Project Management Programs<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/jae-young-lee\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jae Young Lee <\/a><\/strong><br>Assistant Professor, Computer Science <br>Coordinator, Databases<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/avinash-mohan\/\" target=\"_blank\" rel=\"noreferrer noopener\">Avinash Mohan <\/a><\/strong><br>Assistant Professor, Computer Science \u202f <\/p>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/profile\/eugene-pinsky\/\" target=\"_blank\">Eugene Pinsky <\/a><\/strong><br>Associate Professor of the Practice, Computer Science <br>Coordinator, Software Development \u202f\u202f <\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/reza-rawassizadeh\/\" target=\"_blank\" rel=\"noreferrer noopener\">Reza Rawassizadeh<\/a><\/strong><br>Associate Professor, Computer Science <\/p>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/profile\/maryan-rizinski\/\" target=\"_blank\">Maryan Rizinski<\/a><\/strong><br>Associate Professor of the Practice, Computer Science<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/anatoly-temkin\/\" target=\"_blank\" rel=\"noreferrer noopener\">Anatoly Temkin <\/a><\/strong><br>Assistant Professor Emeritus, Computer Science<\/p>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/profile\/ming-zhang\/\" target=\"_blank\">Ming Zhang <\/a><\/strong><br>Assistant Professor, Computer Science<br>Coordinator, BSCS Programs<\/p>\n\n\n\n<p><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/www.bu.edu\/met\/profile\/yuting-zhang\/\" target=\"_blank\">Yuting Zhang <\/a><\/strong><br>Assistant Professor, Computer Science <br>Director, Cybersecurity<br>Coordinator, Computer Systems &amp; Digital Forensics<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/www.bu.edu\/met\/profile\/tanya-zlateva\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tanya Zlateva <\/a><\/strong><br>Dean, Metropolitan College &amp; Extended Education<br>Professor of the Practice, Computer Science and Education<br>Education Director, Information Security, Center for Reliable Information Systems &amp; Cyber Security<\/p>\n\n\n<p><\/div>\n<\/div>\n\n\n\n\n<hr class=\"wp-block-separator is-style-default\"\/>\n\n\n\n<h2 class=\"has-text-align-center\">Interested in Learning More?<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns\">\n<div class=\"wp-block-column\">\n<div class=\"wp-block-buttons is-content-justification-center\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.bu.edu\/met\/events\/\" target=\"_blank\" rel=\"noreferrer noopener\">MET Events<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column\">\n<div class=\"wp-block-buttons is-content-justification-center\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.bu.edu\/met\/admissions\/tuition-and-fees\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tuition &amp; Fees<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column\">\n<div class=\"wp-block-buttons is-content-justification-center\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.bu.edu\/met\/admissions\/financial-aid\/\" target=\"_blank\" rel=\"noreferrer noopener\">Financial Aid<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Gain Expertise in Predictive Modeling, Data Mining, and Visualization The MS in Computer Information Systems (MSCIS) concentration in Data Analytics will provide professionals with the skills required to compete for jobs as data scientists, analysts, architects, and engineers amid rising global demand. The concentration will explore the intricacies of data analytics and expose students to [&hellip;]<\/p>\n","protected":false},"author":23559,"featured_media":3957,"parent":4269,"menu_order":4,"template":"","meta":{"_editor_template":""},"bu_progs_page-type":[6],"bu_progs_degree-option":[76],"bu_progs_schools-colleges":[121],"bu_progs_education-level":[108],"bu_progs_area-of-study":[128,140,118],"bu_progs_area-of-interest":[],"bu_progs_department-affiliation":[],"bu_progs_format":[112,111],"bu_progs_availability":[114,115],"bu_progs_location":[117,116],"_links":{"self":[{"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu-program-page\/3937"}],"collection":[{"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu-program-page"}],"about":[{"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/types\/bu-program-page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/users\/23559"}],"version-history":[{"count":33,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu-program-page\/3937\/revisions"}],"predecessor-version":[{"id":8027,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu-program-page\/3937\/revisions\/8027"}],"up":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu-program-page\/4269"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/media\/3957"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/media?parent=3937"}],"wp:term":[{"taxonomy":"bu_progs_page-type","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_page-type?post=3937"},{"taxonomy":"bu_progs_degree-option","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_degree-option?post=3937"},{"taxonomy":"bu_progs_schools-colleges","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_schools-colleges?post=3937"},{"taxonomy":"bu_progs_education-level","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_education-level?post=3937"},{"taxonomy":"bu_progs_area-of-study","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_area-of-study?post=3937"},{"taxonomy":"bu_progs_area-of-interest","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_area-of-interest?post=3937"},{"taxonomy":"bu_progs_department-affiliation","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_department-affiliation?post=3937"},{"taxonomy":"bu_progs_format","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_format?post=3937"},{"taxonomy":"bu_progs_availability","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_availability?post=3937"},{"taxonomy":"bu_progs_location","embeddable":true,"href":"https:\/\/www.bu.edu\/online\/wp-json\/wp\/v2\/bu_progs_location?post=3937"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}