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Classroom Contents
Technical Overview of Machine Learning Life Cycle
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- 1 Video Start
- 2 Content intro
- 3 Motivation to this video
- 4 Stage 1: Data Preparation
- 5 Data Preparation - Feature Engineering
- 6 Data Preparation - Feature Store
- 7 Data Preparation - Data Artifacts
- 8 Stage 2: Model Training and Tuning
- 9 Stage 3: Model Deployment and Monitoring
- 10 Model Deployment and Monitoring - Online Feature Store
- 11 Model Deployment and Monitoring - MLI
- 12 Recap
- 13 Credits
