Python for Data Analysis, 2nd Edition
Data Wrangling with Pandas, NumPy, and IPython
|Price||$39.95 - $50.99
|Format||Paper book / ebook (PDF)|
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.
4 5 1115
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 effec...
Price: $33.58 | Publisher: O'Reilly Media | Release: 2012
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 data an...
Price: $16.75 | Publisher: Wiley | Release: 2014
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 how your ...
Price: $30.58 | Publisher: O'Reilly Media | Release: 2017
by Fabio Nelli
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn.This revision is fully updated with new content on social media data analysis, image analysis with OpenCV, and de...
Price: $30.41 | Publisher: Apress | Release: 2018
by Scott Klein, Herve Roggero
Pro SQL Database for Windows Azure, 2nd Edition shows how to create enterprise-level database deployments without the usual investment in datacenter and other infrastructure. Take advantage instead of Microsoft's worldwide backbone for cloud computing that delivers all the power of SQL Server in the form of the cloud-based SQL Database fo...
Price: $44.67 | Publisher: Apress | Release: 2012
by Clare Churcher
Database design is not an exact science. Many are surprised to find that problems with their databases are caused by poor design rather than by difficulties in using the database management software. Beginning Database Design, 2nd Edition helps you ask and answer important questions about your data so you can understand the problem you ar...
Price: $16.00 | Publisher: Apress | Release: 2012
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: $49.99 | Publisher: Apress | Release: 2015
by A.J. Henley, Dave Wolf
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it.Each lesson is, as much...
Price: $16.27 | Publisher: Apress | Release: 2018