Python for Data Analysis, 2e

Python for Data Analysis, 2e

Description

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


Download Python for Data Analysis, 2e (9781491957660).pdf, available at suzhoubanka.com for free.

Details

Author(s)
Wes McKinney
Format
Paperback | 522 pages
Dimensions
180 x 236 x 29mm | 1,034g
Publication date
03 Nov 2017
Publisher
O'Reilly Media, Inc, USA
Publication City/Country
Sebastopol, United States
Language
English
Edition Statement
2nd ed.
ISBN10
1491957662
ISBN13
9781491957660
Bestsellers rank
8,620

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