Think Baýe

Thảo luận trong 'Kinh nghiệm kinh doanh' bởi nieveswilliams, 14/11/2023.

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    nieveswilliams Thành viên chính thức

    Tham gia:
    24/10/2023
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    Think Bayes
    Bayesian Statistics in Python
    By: Allen B. Downey
    Publisher:
    O'Reilly Media
    Print ISBN: 9781449370787, 1449370780
    eText ISBN: 9781491945445, 1491945443
    Edition: 1st
    Pages: 210
    Format: PDF
    Available from $ 23.99 USD
    SKU: 9781491945445 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. SKU: 9781449370787
    Download now: https://ebookscoffee.sellpass.io/products/Think-Bayes
     

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