Python Data Science Handbook

Python Data Science Handbook
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 609
Release :
ISBN-10 : 9781491912133
ISBN-13 : 1491912138
Rating : 4/5 (33 Downloads)

Book Synopsis Python Data Science Handbook by : Jake VanderPlas

Download or read book Python Data Science Handbook written by Jake VanderPlas and published by "O'Reilly Media, Inc.". This book was released on 2016-11-21 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Python Data Science Handbook Related Books

Python Data Science Handbook
Language: en
Pages: 609
Authors: Jake VanderPlas
Categories: Computers
Type: BOOK - Published: 2016-11-21 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD 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 Essentials
Language: en
Pages: 373
Authors: Alberto Boschetti
Categories: Computers
Type: BOOK - Published: 2016-10-28 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Become an efficient data science practitioner by understanding Python's key concepts About This Book Quickly get familiar with data science using Python 3.5 Sav
Python Data Visualization Essentials Guide
Language: en
Pages: 319
Authors: Kallur Rahman
Categories: Computers
Type: BOOK - Published: 2021-07-30 - Publisher: BPB Publications

DOWNLOAD EBOOK

Build your data science skills. Start data visualization Using Python. Right away. Become a good data analyst by creating quality data visualizations using Pyth
Hands-on Matplotlib
Language: en
Pages: 299
Authors: Ashwin Pajankar
Categories: Computers
Type: BOOK - Published: 2021-11-28 - Publisher: Apress

DOWNLOAD EBOOK

Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization t
IPython Interactive Computing and Visualization Cookbook
Language: en
Pages: 899
Authors: Cyrille Rossant
Categories: Computers
Type: BOOK - Published: 2014-09-25 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Intended to anyone interested in numerical computing and data science: students, researchers, teachers, engineers, analysts, hobbyists... Basic knowledge of Pyt