# Books

I've written two books on Python for data science.

## IPython Cookbook, second edition

january 2018

### IPython Interactive Computing and Visualization Cookbook, Second Edition

Packt Publishing (548 pages, 30$)

This **advanced-level book covers a wide range of methods for data science with Python**:

- Advanced interactive computing in the Jupyter Notebook
- High-performance computing with Python
- Statistics, machine learning, data mining
- Signal processing and mathematical modeling

## IPython Minibook, second edition

october 2015

### Learning IPython for Interactive Computing and Data Visualization, second edition

Packt Publishing (175 pages, 25$)

This book is a **beginner-level introduction to Python for data analysis**:

- Interactive Python with IPython
- Data analysis with pandas
- Numerical computing with NumPy/SciPy
- Data visualization with matplotlib