Think Stats

by Allen 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 learn the entire process of exploratory data analysis-from collecting data and generating statistics to identifying patterns and testing hypotheses.