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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Part 1. Introducing probabilistic programming and Figaro
What is probabilistic programming? Why is it useful? How do you use it? These questions are the main subject of part 1. Chapter 1 introduces you to the basic ideas of probabilistic programming. It begins with the concept of a probabilistic reasoning system and shows you how probabilistic programming marries the traditional concept of probabilistic reasoning systems with programming language technology.
In this book, you’ll use a probabilistic programming system called Figaro. Chapter 1 briefly introduces Figaro, while chapter 2 presents a quick tutorial of all the main Figaro concepts, so you can quickly start writing probabilistic programs. Chapter 3 presents a complete probabilistic ...
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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.