O’Reilly Think Stats, 2nd Edition: Exploratory Data Analysis in Python

• Category: Computer
• Author: Allen B. Downey
• License: CC BY-NC 4.0
• Pages: 226 pages
• File type: HTML and PDF (242 pages, 1.8 MB)

Read and download free eBook intituled O’Reilly® Think Stats, 2nd Edition: Exploratory Data Analysis in Python in format HTML and PDF (242 pages, 1.8 MB) – 226 pages created by Allen B. Downey.

If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

You’ll work with a case study throughout the book to help you learn the entire data analysis process from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you’ll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts.

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O’Reilly® Think Stats, 2nd Edition: Exploratory Data Analysis in Python