Think Bayes pdf epub mobi txt 電子書 下載2025
Allen Downey is a 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.
- 貝葉斯
- 數學
- 統計
- 數據分析
- Python
- 統計學
- 科普
- 計算機
If you know how to program with Python and also know a little about probability, you’re ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical notation, and use discrete probability distributions instead of continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer, and you’ll begin to apply these techniques to real-world problems.
Bayesian statistical methods are becoming more common and more important, but not many resources are available to help beginners. Based on undergraduate classes taught by author Allen Downey, this book’s computational approach helps you get a solid start.
Use your existing programming skills to learn and understand Bayesian statistics
Work with problems involving estimation, prediction, decision analysis, evidence, and hypothesis testing
Get started with simple examples, using coins, M&Ms, Dungeons & Dragons dice, paintball, and hockey
Learn computational methods for solving real-world problems, such as interpreting SAT scores, simulating kidney tumors, and modeling the human microbiome.
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深入淺齣，通俗易懂，配閤著github上的代碼，算是對bayes有瞭初步的瞭解。
评分太簡單瞭…… 沒學到啥
评分今天很多人標瞭這個書嘛，在這裏有一個版本，http://www.greenteapress.com/thinkbayes/thinkbayes.pdf。
评分太簡單瞭…… 沒學到啥
评分太簡單瞭…… 沒學到啥
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