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An Improved and Functional Design of End-to-End Machine Learning Life Cycle

An Improved and Functional Design of End-to-End Machine Learning Life Cycle

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An Improved and Functional Design of End-to-End Machine Learning Life Cycle

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  1. 1 Video Start
  2. 2 Content intro
  3. 3 Motivation to this video
  4. 4 4 Stages of ML Life cycle
  5. 5 Stage 1: Data Preparation
  6. 6 Stage 2: ML Training and Tuning
  7. 7 Stage 3: Model Deployment and Monitoring
  8. 8 Stage 4: Inference or Model Serving
  9. 9 Monitoring and Re-training
  10. 10 Recap
  11. 11 Credits

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