2026-2028 Catalog

Offered at: San Luis Obispo Campus

https://gradbusiness.calpoly.edu/ms-business-analytics/

Our 10-month, in-person MS in Business Analytics combines artificial intelligence, machine learning and business, developing data-savvy leaders through hands-on industry projects, advanced modeling, and technical training in stats, machine learning, and cloud computing—preparing graduates to lead in the fast-growing data analytics field.

Requirements for Admission

Students apply via Cal State Apply and must submit a transcript, resume, statement of purpose, and two letters of recommendation.

International Students must meet all the standard eligibility criteria and demonstrate proficiency in English (English Proficiency Exam Requirements) 

Prerequisites: Applicants must have completed at least one college-level course in calculus and two college-level courses in statistics to be eligible to apply. Note that the statistics course requirements can be fulfilled by courses in statistics, probability, or econometrics. Sometimes a course with “analytics” in the title can fulfill the statistics requirement if the course focuses on statistics.

Minimum GPA: 2.5. The program is competitive and most successful applicants will have a GPA above 3.0.

Application due date: Fall enrollment only. Please see Graduate Student Dates and Deadlines for application deadlines.

Advancement to Candidacy

Completion of at least six units of graduate coursework completed in MS Business Analytics program with a cumulative GPA of 2.5 or higher.

Culminating Experience

Collaborative business project with a client organization that allows graduate level students the opportunity to apply knowledge, skills and competencies to address a business problem.

Program Learning Objectives

  1. Employ key aspects of data management - retrieval, integration, and enrichment.
  2. Apply high ethical standards toward the collection, storage, analysis, and reporting of data.
  3. Apply modeling tools to data of various types and sizes.
  4. Visualize data to infer and communicate insights.
  5. Use data to analyze, inform and solve fundamental business problems.
REQUIRED COURSES
ECON 5029Econometrics and Data Analysis3
GSB 5518Essential Statistics for Business Analytics3
GSB 5520Data Management for Business Analytics3
GSB 5530Data Analytics and Mining for Business3
GSB 5544Computing and Machine Learning for Business Analytics3
GSB 5598Project 13
Approved Electives
Select from the following:15
Individual Research 2
Data Visualization and Communication in Business
Strategic Marketing Analytics
Strategic People Analytics
Cloud Services and Applications for Business Analytics
Data Ethics for Business Analytics
Advanced Machine Learning for Business Analytics
Financial Analytics
Prescriptive Analytics
Special Advanced Topics 2
Career Development for Business Analytics I
Career Development for Business Analytics II
Career Development for Business Analytics III
Developing Consumer Insights with Textual Data
Total Units33
1

GSB 5598 satisfies the culminating experience requirement for the degree. To meet the requirement of this course, the program advisor may require GSB 5598 to be completed in a particular section and term.

2

Not all topics will be taught online, depending on the proposal review process; requires advisor approval prior to enrolling.