Think Python is an introduction to Python programming for beginners. Many of the exercises use short programs to run experiments and help readers develop understanding. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). If you have basic skills in Python, you can use them to learn concepts in probability and statistics.Readers are encouraged to work on a project with real datasets. The book presents a case study using data from the National Institutes of Health. Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions.Think Stats is an introduction to Probability and Statistics for Python programmers. ![]() Others, many of them works in progress, are available from Green Tea Press. Some of my books (listed below) have been published by O’Reilly media. All of my books are available under a free license that allows anyone to make and distribute modified versions.
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