Learning TensorFlow: A Guide To Building Deep Systems 90.002 Tensor Flow Tom Hope
User Manual:
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Page Count: 321 [warning: Documents this large are best viewed by clicking the View PDF Link!]
- Preface
- 1. Introduction
- 2. Go with the Flow: Up and Running with TensorFlow
- 3. Understanding TensorFlow Basics
- 4. Convolutional Neural Networks
- 5. Text I: Working with Text and Sequences, and TensorBoard Visualization
- 6. Text II: Word Vectors, Advanced RNN, and Embedding Visualization
- 7. TensorFlow Abstractions and Simplifications
- 8. Queues, Threads, and Reading Data
- 9. Distributed TensorFlow
- 10. Exporting and Serving Models with TensorFlow
- A. Tips on Model Construction and Using TensorFlow Serving
- Index