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by KC Tung
TensorFlow 2 Pocket Reference
Preface
Conventions Used in This Book
Using Code Examples
O’Reilly Online Learning
How to Contact Us
Acknowledgments
1. Chapter 2: Data Storage and Ingestion
Streaming data with Python Generators
Streaming file content with a generator
Multiple CSV files as training data
Setting up a pattern for file names
Splitting a single CSV to multiple CSV
Creating a file pattern object using tf.io
Creating a streaming dataset object
Streaming CSV dataset
Organizing image data
Using TensorFlow image generator
Streaming cross-validation images
Inspecting resized images
Summary
2. Data Preprocessing
Introduction
Preparing tabular data for training
Preparing image data for processing
Preparing text data for processing
Summary
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