Deep learning from scratch : building with Python from first principles / Seth Weidman.
With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You'll start...
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Full Text (via O'Reilly/Safari) |
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| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Sebastopol, CA :
O'Reilly Media,
2019.
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| Edition: | First edition. |
| Subjects: |
Table of Contents:
- Chapter 1. Foundations
- Chapter 2. Fundamentals
- Chapter 3. Deep Learning from Scratch
- Chapter 4. Extensions
- Chapter 5. Convolutional Neural Networks
- Chapter 6. Recurrent Neural Networks
- Chapter 7. PyTorch
- Appendix A. Deep Dives.