Deep Learning with Python

Table of Contents

Copyright

Brief Table of Contents

Table of Contents

Preface

Acknowledgments

About this Book

About the Author

About the Cover

1. Fundamentals of deep learning

Chapter 1. What is deep learning?

1.1. Artificial intelligence, machine learning, and deep learning

1.1.1. Artificial intelligence

1.1.2. Machine learning

1.1.3. Learning representations from data

1.1.4. The “deep” in deep learning

1.1.5. Understanding how deep learning works, in three figures

1.1.6. What deep learning has achieved so far

1.1.7. Don’t believe the short-term hype

1.1.8. The promise of AI

1.2. Before deep learning: a brief history of machine learning

1.2.1. Probabilistic modeling

1.2.2. Early neural networks

1.2.3. Kernel methods

1.2.4. Decision trees, ...