Unit 1: Introduction to ML Model Lifecycle
Unit 2: Understanding MLOps
Unit 3: Essential MLOps Tools
Beginner's Guide to MLOps Engineering: ML Model Lifecycle Management
Master the end-to-end ML model lifecycle, from experimentation to production and retirement, and learn to apply MLOps principles and tools for efficient, automated, and responsible model management.
Unit 1: CI/CD for ML Models
Unit 2: Monitoring ML Models in Production
Unit 3: ML Model Governance and Ethics