March 2016
Intermediate to advanced
456 pages
16h 42m
English
Content preview from Practical Probabilistic ProgrammingBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Chapter 4. Probabilistic models and probabilistic programs
This chapter covers
- The definition of a probabilistic model
- How probabilistic models are used to answer queries
- The ingredients of a probabilistic model, including variables, dependencies, functional forms, and numbers
- How a probabilistic program represents the ingredients of a probabilistic model
Part 1 of this book introduced probabilistic programming. You learned that a probabilistic reasoning system uses a probabilistic model to answer queries, given evidence, and that probabilistic programming uses a program to represent the probabilistic model. This part of the book goes deeper into representing probabilistic models. You’ll learn a variety of programming techniques for writing ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.