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STAT 585 - Statistical Machine Learning

STAT 585: Statistical Machine Learning (3 units) at San Diego State University. 1 section offered in Spring 2027, with meeting times, instructors, and seat counts. Prerequisites: STAT 551B and CS 150 or graduate standing. Counts toward Data Science Minor (2026-27), Data Science Minor (2025-26).

3 units
  • Preparation for Minor
  • Major
Offered: Summer 2027 (not offered), Spring 2027 (offered), Fall 2026 (offered)
Supervised learning regression and classification models, model shrinkage and regularization methods, unsupervised learning models, text mining, data and model visualization with R or Python. Topics of current interest.
Prerequisites
STAT 551B and CS 150 or graduate standing.

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From the catalog

Who can take it
STAT 551B and CS 150 or graduate standing.
Grading
LCR: Letter Grade with Cr/NC available. The grading default for the class will be letter grade, but students can opt to take it for Cr/NC

1 section in Spring 2027

Class #8865· In-person · Open · Letter or CR/NC
30 of 30 seats open
Tue, Thu 2:00 PM-3:15 PM · P 149

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