Think Stats

Think Stats : Probability and Statistics for Programmers

3.6 (249 ratings by Goodreads)
By (author) 

List price: US$30.00

Currently unavailable

Add to wishlist

AbeBooks may have this title (opens in new window).

Try AbeBooks


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. 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. * Develop your understanding of probability and statistics by writing and testing code * Run experiments to test statistical behavior, such as generating samples from several distributions * Use simulations to understand concepts that are hard to grasp mathematically * Learn topics not usually covered in an introductory course, such as Bayesian estimation * Import data from almost any source using Python, rather than be limited to data that has been cleaned and formatted for statistics tools * Use statistical inference to answer questions about real-world data
show more

Product details

  • Paperback | 140 pages
  • 175.26 x 231.14 x 10.16mm | 249.47g
  • Sebastopol, United States
  • English
  • 1449307116
  • 9781449307110
  • 511,850

About Allen B. Downey

Allen Downey is an Associate Professor of Computer Science at the Olin College of Engineering. He has taught computer science at Wellesley College, Colby College and U.C. Berkeley. He has a Ph.D. in Computer Science from U.C. Berkeley and Master's and Bachelor's degrees from MIT.
show more

Rating details

249 ratings
3.6 out of 5 stars
5 18% (45)
4 41% (102)
3 28% (70)
2 9% (22)
1 4% (10)
Book ratings by Goodreads
Goodreads is the world's largest site for readers with over 50 million reviews. We're featuring millions of their reader ratings on our book pages to help you find your new favourite book. Close X