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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Acknowledgements
This book has been many years in the making: from the first ideas about probabilistic programming through creating the IBAL and Figaro systems to conceiving, writing, and polishing the book with Manning. Countless people have contributed their efforts over the years to help make this book possible.
This book owes its existence largely to the efforts of my team at Charles River Analytics: Joe Gorman, Scott Harrison, Michael Howard, Lee Kellogg, Alison O’Connor, Mike Reposa, Brian Ruttenberg, and Glenn Takata. Thanks also to Scott Neal Reilly who supported Figaro from the start.
I learned most of what I know in artificial intelligence and machine learning from Daphne Koller, my mentor and collaborator. Stuart Russell gave me ...
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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.