Python Data Science Handbook

Download free course Python Data Science Handbook, pdf file on 548 pages by Jake VanderPlas.

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.

Table of contents

  • IPython: Beyond Normal Python
  • Introduction to NumPy
  • Data Manipulation with Pandas
  • Visualization with Matplotlib
  • Machine Learning
Pages : 548
Size :
File type : PDF
Downloads: 265
Created: 2022-02-03
License: CC BY-NC-ND
Author(s): Jake VanderPlas
Python Data Science Handbook

Others Python, Data recovery Tutorials

Python Data Science Handbook: Essential Tools for Working with Data

Problem Solving with Algorithms and Data Structures Using Python

Others related eBooks about Python Data Science Handbook

COBOL Programming

Download COBOL tutorial in PDF,a free training courses under 236 pages to learn the basics of COBOL language...

Raspberry Pi Camera Guide

Download free course Raspberry Pi Camera Guide, pdf file on 132 pages by Dan Aldred, Wesley Archer, Jody Carter, PJ Evans, Richard Hayler, James Singleton, Rob Zwetsloot....

Introduction to Spring MVC

This pdf tutorial is a step-by-step guide on how to develop a web application from scratch using the Spring Framework.Free training course material under 68 pages by Thomas Risberg, Rick Evans and Portia Tung....

Asynchronous Programming Succinctly

Download free course Asynchronous Programming Succinctly, pdf file on 85 pages by by Dirk Strauss....

Free Algorithms eBook

Download free Algorithm tutorial course in PDF, training file in 65 chapters and 327 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Software Project Management


C programming, C and C notes

Download PDF course about C Programming, free document in 134 pages for beginners students....

RESTful Web Services Quick Guide

RESTful Service quick guide ,this PDF tutorial provides some recommendations for Creating best Web Services project. Free training document course material on 30 pages by Todd Fredrich....

PC Assembly Language

The purpose of this book is to give the reader a better understanding of how computers really work at a lower level than in programming languages like Pascal. The tutorial has extensive coverage of interfacing assembly and C code and so might be of interest to C programmers who want to learn about...

Introduction to Struts

This tutorial is an example using struts tiles ,free training document courses under 14 pages bu sasha wolski....