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