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2025-2026 Undergraduate & Graduate Catalog [In Progress]

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AI 545 - Machine Learning Operations

Machine Learning Operations (MLOps) focuses on the deployment, monitoring, and management of machine learning models in production environments. This course covers end-to-end model lifecycle operations, including Continuous Integration/Continuous Deployment (CI/CD) pipelines, versioning, model governance, and infrastructure automation using tools like Weights & Biases(W&B), Docker, Kubernetes etc. Offered fall and winter semesters. Dual-listed with AI 445. Prerequisites: SE 511 and AI 501.

Credits: 3



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