Think Bayes 2024 pdf epub mobi 電子書 下載


Think Bayes

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Think Bayes pdf epub mobi 著者簡介

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.


Think Bayes pdf epub mobi 圖書描述

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.

Think Bayes 2024 pdf epub mobi 電子書 下載

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Think Bayes 2024 pdf epub mobi 電子書 下載

Think Bayes 2024 pdf epub mobi 電子書 下載

Think Bayes 2024 pdf epub mobi 電子書 下載



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出版者:O'Reilly Media
作者:Allen B. Downey
出品人:
頁數:210
譯者:
出版時間:2013-10-4
價格:USD 29.99
裝幀:Paperback
isbn號碼:9781449370787
叢書系列:

圖書標籤: 貝葉斯  數學  統計  數據分析  Python  統計學  科普  計算機   


Think Bayes 2024 pdf epub mobi 電子書 下載
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