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CS 651 - Machine Learning Operations

CS 651: Machine Learning Operations (3 units) at San Diego State University. 1 section offered in Spring 2027, with meeting times, instructors, and seat counts. Prerequisites: Graduate standing and CS 450 or CS 549 or consent of the instructor. Counts toward Artificial Intelligence and Technology, M.S. (2026-27), Computer Science, M.S. (2026-27).

3 units
  • Other Elective Courses
  • Areas of Study
Offered: Summer 2027 (not offered), Spring 2027 (offered), Fall 2026 (unknown)
MLOps life cycle, data versioning, reproducibility, continuous integration and delivery for ML pipelines, monitoring and model drift detection, scalability, ethical considerations, model retraining, model evaluation, automation, hands-on experience with modern MLOps tools and frameworks.
Prerequisites
Graduate standing and CS 450 or CS 549 or consent of the instructor

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Who can take it
Graduate standing and CS 450 or CS 549 or consent of the instructor
Grading
LTR: Letter Graded. The class will be offered for letter grade with no option to take it for Cr/NC
Typically offered
Fall

1 section in Spring 2027

Class #11524· In-person · Open · Letter · Graduate
65 of 65 seats open
Tue, Thu 7:00 PM-8:15 PM · AL 105

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