Zero to Deep Learning
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$129
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14 Chapters // 760+ pages // Code for all of the chapters, including exercises
1. Introduction
2. Data Manipulation
3. Machine Learning
4. Introduction to Deep Learning
5. Deep Learning Internals
6. Convolutional Neural Networks
7. Time Series and Recurrent Neural Networks
8. Natural Language Processing & Text
9. Training with GPUs
10. Improving Performance
11. Pre-trained Models for Images
12. Pre-trained Embeddings for Text
13. Serving Prediction Models
14. Conclusion and Next Steps
15. Exercises and Solutions
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