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Synopsis
The fast and easy way to learn Python programming and statistics
Python is a general-purpose programming language created in the late 1980s—and named after Monty Python—that's used by thousands of people to do things from testing microchips at Intel, to powering Instagram, to building video games with the PyGame library.
Python For Data Science For Dummies is written for people who are new to data analysis, and discusses the basics of Python data analysis programming and statistics. The book also discusses Google Colab, which makes it possible to write Python code in the cloud.
- Get started with data science and Python
- Visualize information
- Wrangle data
- Learn from data
The book provides the statistical background needed to get started in data science programming, including probability, random distributions, hypothesis testing, confidence intervals, and building regression models for prediction.
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From the Back Cover
- Learn Python data analysis programming and statistics
- Write code in the cloud with Google Colab™
- Wrangle data and visualize information
Relax! Data science doesn't have to be scary
Curious about data science, but a bit intimidated? Don't be! This book shows you how to use Python to do all sorts of cool things with data science. You'll see how to install the Anaconda tool suite, so working with Python is a breeze. You'll discover Google Colab, which lets you write code in the cloud using your tablet. You'll find out how to perform all kinds of interesting calculations using the latest version of Python. And you'll learn to use the various libraries that enable scientific statistical analysis, plotting and graphing, and much more.
Inside...
- Python set-up for data science
- Working with Jupyter Notebook
- Conditioning and shaping data
- Graphing with MatPlotLib
- Ways to analyze your data
- Getting more from Python
- Useful data science algorithms
- Ten essential data resources
About the Author
John Paul Mueller is a tech editor and the author of over 100 books on topics from networking and home security to database management and heads-down programming. Follow John's blog at blog.johnmuellerbooks.com/. Luca Massaron is a data scientist who specializes in organizing and interpreting big data and transforming it into smart data. He is a Google Developer Expert (GDE) in machine learning.
"About this title" may belong to another edition of this title.
- PublisherFor Dummies
- Publication date2019
- ISBN 10 1119547628
- ISBN 13 9781119547624
- BindingPaperback
- LanguageEnglish
- Edition number2
- Number of pages496
- Rating
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