Treffer: IPython Interactive Computing and Visualization Cookbook

Learn to use IPython and Jupyter Notebook for your data analysis and visualization work.

Key Features

Leverage the Jupyter Notebook for interactive data science and visualization</li> Become an expert in high-performance computing and visualization for data analysis and scientific modeling</li> A comprehensive coverage of scientific computing through many hands-on, example-driven recipes with detailed, step-by-step explanations</li></ul>

Book Description

Python is one of the leading open source platforms for data science and numerical computing. IPython and the associated Jupyter Notebook offer efficient interfaces to Python for data analysis and interactive visualization, and they constitute an ideal gateway to the platform.IPython Interactive Computing and Visualization Cookbook, Second Edition contains many ready-to-use, focused recipes for high-performance scientific computing and data analysis, from the latest IPython/Jupyter features to the most advanced tricks, to help you write better and faster code. You will apply these state-of-the-art methods to various real-world examples, illustrating topics in applied mathematics, scientific modeling, and machine learning.The first part of the book covers programming techniques: code quality and reproducibility, code optimization, high-performance computing through just-in-time compilation, parallel computing, and graphics card programming. The second part tackles d