Python Data Science Handbook

Python Data Science Handbook

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 Now
Author
Publisher O'Reilly Media
Release Date
ISBN 9781491912058
Pages 529 pages
Rating 4/5 (57 users)

More Books:

Python Data Science Handbook
Language: en
Pages: 529
Authors: Jacob T. Vanderplas
Categories: Computers
Type: BOOK - Published: 2016 - Publisher: O'Reilly Media

GET EBOOK

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources e
Python Data Science Handbook
Language: en
Pages: 548
Authors: Jake VanderPlas
Categories: Computers
Type: BOOK - Published: 2016-11-21 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources e
Python Data Science Handbook
Language: en
Pages: 548
Authors: Jake VanderPlas
Categories: Computers
Type: BOOK - Published: 2016-11-21 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources e
The Data Science Handbook
Language: en
Pages: 416
Authors: Field Cady
Categories: Mathematics
Type: BOOK - Published: 2017-02-28 - Publisher: John Wiley & Sons

GET EBOOK

A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scienti
Python Data Science Handbook, 2nd Edition
Language: en
Pages: 109
Authors: Jake VanderPlas
Categories:
Type: BOOK - Published: 2022 - Publisher:

GET EBOOK

Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resource
Hands-On Data Analysis with Pandas
Language: en
Pages: 788
Authors: Stefanie Molin
Categories: Computers
Type: BOOK - Published: 2021-04-29 - Publisher: Packt Publishing Ltd

GET EBOOK

Knowing how to work with data to extract insights generates significant value. This book will help you to develop data analysis skills using a hands-on approach
The Data Science Handbook
Language: en
Pages: 416
Authors: Field Cady
Categories: Mathematics
Type: BOOK - Published: 2017-02-03 - Publisher: John Wiley & Sons

GET EBOOK

A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scienti
Python for Data Science For Dummies
Language: en
Pages: 496
Authors: John Paul Mueller
Categories: Computers
Type: BOOK - Published: 2019-02-27 - Publisher: John Wiley & Sons

GET EBOOK

The fast and easy way to learn Python programming and statistics Python is a general-purpose programming language created in the late 1980s—and named after Mo
Python and R for the Modern Data Scientist
Language: en
Pages: 198
Authors: Rick J. Scavetta
Categories: Computers
Type: BOOK - Published: 2021-06-22 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the f
Practical Python Data Wrangling and Data Quality
Language: en
Pages: 416
Authors: Susan E. McGregor
Categories: Computers
Type: BOOK - Published: 2021-12-03 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with dat