2025-2026 Undergraduate & Graduate Catalog [In Progress]
AI 445 - 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 545. Prerequisites: Bachelors: CIS 350 and AI 201.
Credits: 3