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Python Data Science Handbook

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Kernel: Python 3

Python Data Science Handbook

Jake VanderPlas

Book Cover

This is the Jupyter notebook version of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub.* The text is released under the CC-BY-NC-ND license, and code is released under the MIT license. If you find this content useful, please consider supporting the work by buying the book!

Table of Contents

Preface

1. IPython: Beyond Normal Python

2. Introduction to NumPy

3. Data Manipulation with Pandas

4. Visualization with Matplotlib

5. Machine Learning

Appendix: Figure Code