TFX- Production ML Pipelines with TensorFlow

TFX- Production ML Pipelines with TensorFlow

TensorFlow via YouTube Direct link

TFX Notebook

14 of 22

14 of 22

TFX Notebook

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Classroom Contents

TFX- Production ML Pipelines with TensorFlow

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  1. 1 Introduction
  2. 2 What is TFX
  3. 3 Why Google created TFX
  4. 4 Vision of TFX
  5. 5 TFX Components
  6. 6 Components
  7. 7 Metadata Store
  8. 8 Pipeline Components
  9. 9 Example Gen
  10. 10 Orchestration
  11. 11 Directed Acyclic Graph
  12. 12 CubeFlow vs TensorFlow
  13. 13 Charles Chen
  14. 14 TFX Notebook
  15. 15 Overview
  16. 16 Custom components
  17. 17 Fully custom components
  18. 18 Example
  19. 19 Reality
  20. 20 Fairness Indicators
  21. 21 Feature Space Coverage
  22. 22 Whatif

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