MGMTMFE 413Financial Data Analytics and Machine Learning
Management-Master of Financial Engineering · 4 units · Graduate professional courses (400-499)
Study of data science oriented toward predictive analytics with applications to finance. Topics include panel regressions, regularization, model validation and selection, models for discrete outcomes, text analysis, and standard machine learning methods.
Letter grading.
When it runs
- Spring 2026
- Spring 2027
Scheduled, not typical — from UCLA’s Schedule of Classes, which publishes Fall 2025 through Spring 2027 and nothing before it.
Requisites
Official UCLA wording
Requisites: courses 402, 407.
BruinTree reads · Prerequisite
confidence 1.00 · from UCLA’s structured dataRequires
Everything that has to come before this course, not just the courses named in the requisite above.
MGMTMFE 413
- MGMTMFE 402Econometrics
- MGMTMFE 407Empirical Methods in Finance
2 direct requisites. The whole upstream is here — 2 courses over 1 level. Every course here opens its own tree.
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.