Allen B. Downey - Think Bayes [ENG] + Code

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Think Bayes



Bayesian Statistics in Python
Год издания: 2013
Автор: Allen B. Downey
Издательство: O'Reilly Media
ISBN: 978-1-4919-4542-1, 978-1-4493-7078-7
Язык: Английский
Формат: PDF
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 209

Описание:
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.

Code

Эта же книга на русском языке - Аллен Б. Дауни - Байесовские модели. Байесовская статистика на языке программирования Python [RUS]