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

IPython Cookbook, second edition

january 2018

IPython Cookbook, Second Edition

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

IPython minibook

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