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 3. Creating a probabilistic programming application
This chapter covers
- Using a common architecture for probabilistic programming applications
- Designing a realistic model using only simple language features
- Learning models from data and using the results to reason about future instances
You’ve now had a whirlwind introduction to many of the features of Figaro. What can you do with it? How do you build useful software with it? This chapter gives you a glimpse of how to use Figaro to build a realistic application.
In this chapter, you’ll see a complete design of a spam filter based on probabilistic programming, including the design of a model, a component to reason about incoming emails and classify them as normal or spam, and a ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.