Home » Programming » Python Data Science Handbook

Python Data Science Handbook

Python Data Science Handbook

  • Author : Jake VanderPlas
  • Year : 2016
  • Pages : 548
  • File size : 20.3 MB
  • File format : PDF
  • Category : Programming, Python

Book Description:

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.

Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python.

With this handbook, you’ll learn how to use:

  • IPython and Jupyter: provide computational environments for data scientists using Python
  • NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python
  • Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python
  • Matplotlib: includes capabilities for a flexible range of data visualizations in Python
  • Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms

Download eBook

eBooks in the same categorie :

Offline First Web Development

Download free Offline First Web Development eBook in PDF

When building mobile apps, it’s easy to forget about the moments when your users lack a good Internet connection. Put your phone in airplane mod

Python Data Analytics

Download free Python Data Analytics eBook in PDF

Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this boo

Enyo: Up and Running

Download free Enyo: Up and Running eBook in PDF

Learn how easy it is to design and build responsive, cross-platform apps with the Enyo open source JavaScript framework. With this hands-on book, Enyo

Web Scraping with Python, 2nd Edition

Download free Web Scraping with Python, 2nd Edition eBook in PDF

If programming is magic then web scraping is surely a form of wizardry. By writing a simple automated program, you can query web servers, request data

High Performance Python

Download free High Performance Python eBook in PDF

Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide hel

Python GUI Programming Cookbook

Download free Python GUI Programming Cookbook eBook in PDF

Python is a multi-domain, interpreted programming language. It is a widely used general-purpose, high-level programming language. It is often used as