Python for Data Analysis

Python for Data Analysis
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 553
Release :
ISBN-10 : 9781491957615
ISBN-13 : 1491957611
Rating : 4/5 (611 Downloads)

Book Synopsis Python for Data Analysis by : Wes McKinney

Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples


Python for Data Analysis Related Books

Python for Data Analysis
Language: en
Pages: 553
Authors: Wes McKinney
Categories: Computers
Type: BOOK - Published: 2017-09-25 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on
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 Programming for Data Analysis
Language: en
Pages: 263
Authors: José Unpingco
Categories: Technology & Engineering
Type: BOOK - Published: 2021-05-04 - Publisher: Springer Nature

DOWNLOAD EBOOK

This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, whi
Python Data Analytics
Language: en
Pages: 350
Authors: Fabio Nelli
Categories: Computers
Type: BOOK - Published: 2015-08-25 - Publisher: Apress

DOWNLOAD EBOOK

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 book lies the
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

DOWNLOAD EBOOK

Get to grips with pandas by working with real datasets and master data discovery, data manipulation, data preparation, and handling data for analytical tasks Ke