Ebook: Think stats: probability and statistics for programmers

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python. Throughout the book, you'll work with a case study to help you learn the entire data analysis process.