Master of Science in Business Analytics
Lam Family College of Business
Dean: Dr. Eugene Sivadas
Program Director: Leyla Ozsen, Ph.D.
Phone: (415) 338-6299
Graduate Advisors: Cholette, Ozsen, Sayeed, Sengupta
Business Analytics encompasses the techniques, technologies, systems, practices, methodologies, and applications that analyze critical business data to help an enterprise better understand its business and market and make timely business decisions. This 30-unit ten-course program will prepare graduates for positions such as business analysts, data scientists, and marketing analysts in business, government, and non-profit organizations.
Program Learning Outcomes
Students completing the program will:
- Illustrate knowledge and application of programming languages.
- Appropriately apply data management tools and methods.
- Apply appropriate statistical techniques.
- Be able to extract business intelligence from data and apply it for strategic decision-making in different functional areas of business.
- Synthesize knowledge and evaluation of outcomes by managing a complex data analytics project from start to finish.
U.S. citizens, permanent residents, and international students may apply for fall or spring admission according to the following schedule:
- Fall semester filing period: October 1 through May 1.
- Spring semester filing period: August 1 through October 1.
There are three rounds of application deadlines for the Fall semester filing period. The above dates are subject to change. Check the Graduate Business Programs website for the latest dates.
Applicants are expected to have a quantitative undergraduate background. The ideal student will have a baccalaureate degree in economics, engineering, mathematics, statistics, natural sciences or quantitative areas of business discipline, e.g., management science, finance, accounting, etc. However, the program will also accept applicants who do not have a quantitative baccalaureate degree but have acquired substantial quantitative skills during their academic or professional careers. Applicants’ work experience based on their submitted resumes will be used to decide whether their quantitative skills are substantive or not. The number of years of full-time work experience, the type of organization they worked for, and the type of work they did (e.g., programmer/ analyst/ researcher) would all be considered in making this decision.
Each applicant to the MSBA program must submit the following documents:
- California State University Application for Graduate or International Admission plus an application fee of $70
- One official transcript from every college or university attended
- The score on the GRE (Graduate Record Examination). The deadline to take the GRE is May 1 for Fall admission and October 1 of the prior year for Spring admission.
- A statement of purpose showing how the desired graduate business program is related to the applicant’s career and future goals. Please refer to the College of Business website for a list of questions that should be addressed in the statement of purpose.
- TOEFL, IELTS, or Pearson Test of English is required for admission from all applicants who have completed their undergraduate degree in a non-English speaking country.
- Résumé or curriculum vitae
- Two letters of recommendation
- International applicants will need to file the Financial Affidavit form to obtain an I-20 Certificate of Eligibility
The California State University Application for Admission may be submitted before other documents are submitted, but the admission decision is not made until all required materials are received.
The College of Business admissions committee reviews an applicant’s file using a holistic approach and takes the following requirements into consideration:
- Completion of a degree equivalent to a four-year U.S. bachelor’s degree from a recognized university.
- A minimum 3.0 Grade Point Average overall, or in the last 60 semester units or 90 quarter units of university coursework completed.
- GRE total score, verbal, quantitative, and writing scores. A GRE AWA score of 4.0 or higher is required for classified admission. A lower AWA score may be accepted. However, a student will be conditionally admitted and must complete an approved College of Business writing course.
- Quality of statement of purpose using guidelines stated on the College of Business website
- Two supportive letters of recommendation from workplace supervisors or faculty members
- Qualifications on résumé
- TOEFL score of at least 88 (or 570 PBT), IELTS score of at least 6.5 or PTE score of at least 65. The TOEFL, IELTS or PTE must have been taken within the past two years and is a requirement of all applicants who have earned their undergraduate degree from a country where the official language is not English.
Orientation and Professional Development Workshops
The College of Business Graduate Programs orientation helps students prepare for the academic program and provides professional development opportunities. The workshops included during orientation are designed to enhance career prospects, professional communication style, leadership skills, and teamwork. Students are expected to attend the required full-day orientation.
Admitted students must have completed a college-level course in Information Systems equivalent to ISYS 782 at SF State with a grade of B- or higher and completed a college-level course in Statistics equivalent to DS 776 at SF State with a grade of B- or higher.
Some electives may require additional pre-requisites as specified in the Course Bulletin.
Business Analytics (MS) – 30 Units Minimum
Degree Prerequisites (0-6 units)
Admitted students must have computing skills equivalent to ISYS 782 , and a completed college-level course in statistics equivalent to DS 776. Prerequisite courses must be completed with a grade of B- or better. Applicants with substantive work experience and knowledge in these two areas may apply for a waiver of the pre-requisite courses after accepting the admissions offer. Waivers may involve a test of knowledge for each prerequisite.
|DS 776||Data Analysis for Managers||3|
|ISYS 782||Information Systems for Management||3|
Core Requirements (18 units)
|DS 853||Applied Multivariate Analysis||3|
|DS 861||Data Mining and Advanced Statistical Methods for Business Analysts||3|
|DS 862||Machine Learning for Business Analysts||3|
|ISYS 812||Programming and Applications for Data Analytics||3|
|ISYS 850||Seminar in Business Intelligence||3|
|ISYS 864||Data Management for Analytics||3|
Culminating Experience (3 units)
|BUS 895||Research Project in Business||3|
Electives (9 units)
|CSC 867||Internet Application Design and Development||3|
|CSC 869||Data Mining||3|
|CSC 872||Pattern Analysis and Machine Intelligence||3|
|CSC 890||Graduate Seminar||3|
|DS 852||Managerial Decision Making||3|
|DS 855||Supply Chain Management||3|
|ECON 825||Applied Time Series Econometrics||3|
|ECON 830||Advanced Econometric Methods and Applications||3|
|ECON 840||Health Economics Analysis and Research||3|
|ECON 880||Applied Economics and Data Analysis with R||3|
|FIN 819||Financial Analysis and Management||3|
|FIN 820||Seminar in Financial Risk Management||3|
|FIN 825||Seminar in Investments||3|
|FIN 836||Seminar in International Finance||3|
|HTM 831||Services Operations Management||3|
|ISYS 814||Information Systems for Strategic Advantage||3|
|ISYS 856||Enterprise Mobile Applications||3|
|ISYS 869||Business Process Management||3|
|MGMT 850||Ethics and Compliance in Business||3|
|MKTG 820||Digital Marketing||3|
|MKTG 864||Seminar in Marketing Research||3|
|MKTG 885||Marketing of High-Technology Products and Services||3|
|MKTG 886||Seminar in Marketing Analytics||3|
Additional electives may be approved by the Director of the MSBA program