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: 307
Created: 2022-02-03
License: CC BY-NC-ND
Author(s): Jake VanderPlas
Python Data Science Handbook

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233

Others Python, Data recovery Tutorials

Problem Solving with Algorithms and Data Structures Using Python

Python Data Science Handbook: Essential Tools for Working with Data

Others related eBooks about Python Data Science Handbook

Classic Computer Science Problems in Python

This book deepens your knowledge of problem-solving techniques from the realm of computer science by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and disc...

Introduction to language R

This pdf tutorial is an introduction to language R, free training document under 10 pages for beginners....

Programming for Computations - Python: A Gentle Introduction to Numerical Simulations with Python

This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more...

Eclipse and Java

Download free PDF tutorial about the Java development environnement 'Eclipse' and Java ,this document will helps you to learn the basics of using Eclipse for writing Java programs....

Programming Computer Vision with Python

Download free course Programming Computer Vision with Python, pdf file on 300 pages by Jan Erik Solem....

ASP.NET WebHooks Succinctly

Download free course ASP.NET WebHooks Succinctly, pdf file on 94 pages by by Gaurav Arora....

Building Back-End Web Apps with Java, JPA and JSF

This book shows how to build back-end web applications with Java, JPA and JSF. A back-end web app is a distributed web app where essentially all work is performed by the back-end component, including data validation and UI page creation, while the front-end only consists of a web browser's renderi...

Fortran 90 for Beginners

Download free Fortran 90 Programming language course material, tutorial training, a PDF file by Tadziu Hoffmann & Joachim Puls....

Programming for Computations - MATLAB/Octave

Download free course Programming for Computations - MATLAB/Octave, pdf file on 228 pages by Svein Linge, Hans Petter Langtangen....

Exploring .NET Core

Download free course Exploring .NET Core, pdf file on 155 pages by Dustin Metzgar....