Python for Data Analysis
Agile Tools for Real World Data
|$12.00 - $14.83
|Paper book / ebook (PDF)
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 effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.
Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.
Use the IPython interactive shell as your primary development environment; Learn basic and advanced NumPy (Numerical Python) features; Get started with data analysis tools in the pandas library; Use high-performance tools to load, clean, transform, merge, and reshape data; Create scatter plots and static or interactive visualizations with matplotlib; Apply the pandas groupby facility to slice, dice, and summarize datasets; Measure data by points in time, whether it's specific instances, fixed periods, or intervals; Learn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples.
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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: $36.18 | Publisher: O'Reilly Media | Release: 2022
by William McKinney
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, IP...
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Price: $17.27 | Publisher: Microsoft Press | Release: 2019
by Silas Toms, Bill Parker
Integrating Python into your day-to-day ArcGIS work is highly recommended when dealing with large amounts of geospatial data. Python for ArcGIS Pro aims to help you get your work done faster, with greater repeatability and higher confidence in your results.Starting from programming basics and building in complexity, two experienced ArcGIS...
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