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MLOps
MLOps Specialization - ML Lifecycle Introduction
Introduction
Week 1
The ML Project Lifecycle
Deployment
Monitoring
ML Pipeline
Optional Reading
Additional Notes
Week 2
Selecting and Training a Model
Error Analysis and Performance Auditing
Data Iteration
Additional Notes
Week 3
Define Data, Establish Baseline
Labeling and Organizing Data
Scoping
Resources
MLOps Specialization - Data Lifecycle in Production
Chapter 1
MLOps Specialization - ML Modeling Pipelines in Production
Chapter 1
MLOps Specialization - Deploying ML Models in Production
Chapter 1