Python Data Analytics: Data Analysis and Science Using Pandas, matplotlib, and the Python Programming Language

 Python Data Analytics: Data Analysis and Science Using Pandas, matplotlib, and the Python Programming Language



by 

Fabio Nelli


apress


2015


Contents at a Glance 

About the Author xvii 

About the Technical Reviewer xix 

Acknowledgments xxi 

■Chapter 1: An Introduction to Data Analysis  1 

■Chapter 2: Introduction to the Python’s World  13 

■Chapter 3: The NumPy Library 35 

■Chapter 4: The pandas Library—An Introduction 63 

■Chapter 5: pandas: Reading and Writing Data 103 

■Chapter 6: pandas in Depth: Data Manipulation 131 

■Chapter 7: Data Visualization with matplotlib 167 

■Chapter 8: Machine Learning with scikit-learn 237 

■Chapter 9: An Example—Meteorological Data  265 

■ Chapter 10: Embedding the JavaScript D3 Library in IPython Notebook  289 

■Chapter 11: Recognizing Handwritten Digits 311 ■Appendix A: Writing Mathematical Expressions with LaTeX  317 

■Appendix B: Open Data Sources  327

 

Index Index 33


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