Python for Data Analysis(2nd) 无水印pdf
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2017-10-04
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1. Preface
1. New for the Second Edition
2. Conventions Used in This Book
3. Using Code Examples
4. Safari® Books Online
5. How to Contact Us
6. Acknowledgements
1. In Memorium: John D. Hunter (1968-2012)
2. Acknowledgements for the 2nd Edition (2016)
3. Acknowledgements for the 1st Edition (2012)
2. 1. Preliminaries
1. What Is This Book About?
1. What kinds of data?
2. Why Python for Data Analysis?
1. Python as Glue
2. Solving the “Two-Language” Problem
3. Why Not Python?
3. Essential Python Libraries
1. NumPy
2. pandas
3. matplotlib
4. IPython and Jupyter
5. SciPy
6. scikit-learn
7. statsmodels
4. Installation and Setup
1. Windows
2. Apple (OS X, macOS)
3. GNU/Linux
4. Installing or updating Python packages
5. Python 2 and Python 3
6. Integrated Development Environments (IDEs) and Text Editors
5. Community and Conferences
6. Navigating This Book
1. Code Examples
2. Data for Examples
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rettychen2017-10-06不是最新的， 是early release 版本
