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 12. Solving other inference tasks
This chapter covers
- How to query the joint probability of multiple variables
- How to compute the most likely values of all variables in your model
- How to compute the probability of your observed evidence
So far, you’ve looked at ways of answering questions such as “What’s the probability that the printer power switch is off, given that it’s not printing correctly?” or “What’s the probability that I’ll win the Oscar, given my skill and the movie’s quality?” All of these questions can be summarized as answering the query of computing the posterior probability distribution over a single variable, given the evidence. A variety of other inference tasks can be performed using probabilistic programming. ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.