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Zero to Deep Learning

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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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Zero to Deep Learning

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