Python for Data Analysis, 2nd Edition
Data Wrangling with Pandas, NumPy, and IPython
| Price | $24.82 - $39.95
|
| Rating |  |
| Author | William McKinney |
| Publisher | O'Reilly Media |
| Published | 2017 |
| Pages | 544 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1491957662 |
| ISBN-13 | 9781491957660 |
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.
- William McKinney
5 5 2293
Similar Books
by Wes McKinney
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to ...
Price: $8.57 | Publisher: O'Reilly Media | Release: 2012
Linux and Solaris Recipes for Oracle DBAs, 2nd Edition
by Darl Kuhn, Charles Kim, Bernard Lopuz
Linux and Solaris Recipes for Oracle DBAs, 2nd Edition is an example-based book on managing Oracle Database under Linux and Solaris. The book is written for database administrators who need to get work done and lack the luxury of curling up fireside with a stack of operating-system documentation. What this book provides instead is task-or...
Price: $42.49 | Publisher: Apress | Release: 2015
Python for Data Analysis, 3rd Edition
by Wes McKinney
Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third 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 ...
Price: $34.96 | Publisher: O'Reilly Media | Release: 2022
Core Java SE 9 for the Impatient, 2nd Edition
by Cay S. Horstmann
Modern Java introduces major enhancements that impact the core Java technologies and APIs at the heart of the Java platform. Many old Java idioms are no longer needed and new features such as modularization make you far more effective. However, navigating these changes can be challenging.Core Java SE 9 for the Impatient, Second Edition, i...
Price: $40.48 | Publisher: Addison-Wesley | Release: 2017
Making Sense of Data I, 2nd Edition
by Glenn J. Myatt, Wayne P. Johnson
A proven go-to guide for data analysis, Making Sense of Data I: A Practical Guide to Exploratory Data Analysis and Data Mining, Second Edition focuses on basic data analysis approaches that are necessary to make timely and accurate decisions in a diverse range of projects. Based on the authors' practical experience in implementing da...
Price: $16.75 | Publisher: Wiley | Release: 2014
T-SQL Window Functions, 2nd Edition
by Itzik Ben-Gan
Most T-SQL developers recognize the value of window functions for data analysis calculations. But they can do far more, and recent optimizations make them even more powerful. In T-SQL Window Functions, renowned T-SQL expert Itzik Ben-Gan introduces breakthrough techniques for using them to handle many common T-SQL querying tasks with unpr...
Price: $17.27 | Publisher: Microsoft Press | Release: 2019
Beginning Data Science in R 4, 2nd Edition
by Thomas Mailund
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. Updated for the R 4.0 release, this book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R.Beginning Data Science ...
Price: $41.88 | Publisher: Apress | Release: 2022
Network Security Through Data Analysis, 2nd Edition 
by Michael Collins
Traditional intrusion detection and logfile analysis are no longer enough to protect today's complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You'll understand...
Price: $30.58 | Publisher: O'Reilly Media | Release: 2017