MGMTMSA 438Sports Analytics
Management-Master of Science in Business Analytics · 2 units · Graduate professional courses (400-499)
Discussion of theory, development, and application of analytics in sports. Study of application of analytics in sports for purposes of in-game strategy, player performance, team management, sports operations, and fantasy competitions, among other topics. Lectures, laboratories, guest speakers from sports industry and academia, and culminating group project.
S/U or letter grading.
When it runs
Not on the schedule for any of Fall 2025 through Spring 2027. UCLA publishes only that window, so this does not mean the course is gone — check the official listing.
Requisites
Official UCLA wording
Preparation: programming experience (Python), basic statistics.
BruinTree reads · Preparation
needs reviewconfidence 0.00 · from textBruinTree could not read this requirement — see UCLA’s wording above.
- · could not read "programming experience (Python)" (no course number found)
- · could not read "basic statistics" (no course number found)
- · no course reference could be read from this requisite
Requires
Everything that has to come before this course, not just the courses named in the requisite above.
Nothing — this is an entry point.
Unlocks
What this course is a requisite for, and what those courses lead to in turn.
No course in the catalog lists this as a requisite.