Deep Learning With Python 1st Edition by Francois 1617294433 9781617294433

Instant download Deep Learning With Python BSDDB pdf, docx, kindle format all chapters after payment. ISBN(s): 1617294433, 9781617294433

Product details:

• ISBN-10 ‏ : ‎ 1617294433
• ISBN-13 ‏ : ‎ 9781617294433
• Author: Francois

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Table contents:

1. PART 1 – FUNDAMENTALS OF DEEP LEARNING

2. What is deep learning?
3. Before we begin: the mathematical building blocks of neural networks
4. Getting started with neural networks
5. Fundamentals of machine learning

6. PART 2 – DEEP LEARNING IN PRACTICE

7. Deep learning for computer vision
8. Deep learning for text and sequences
9. Advanced deep-learning best practices
10. Generative deep learning
11. Conclusions
12. appendix A – Installing Keras and its dependencies on Ubuntu
13. appendix B – Running Jupiter notebooks on an EC2 GPU instance.

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