Foundations of Probabilistic Programming

Name: Foundations of Probabilistic Programming
Brand: Cambridge University Press
SKU: 9781108488518
Price: 11950 KES
Availability: OutOfStock
ISBN: 9781108488518

Book Details

Format Hardback

ISBN-10 110848851X

ISBN-13 9781108488518

Publisher Cambridge University Press

Imprint Cambridge University Press

Country of Manufacture GB

Country of Publication GB

Publication Date Dec 3rd, 2020

Print length 582 Pages

Weight 1,240 grams

Dimensions 17.70 x 24.90 x 3.50 cms

Product Classification: Programming & scripting languages: general Programming and scripting languages: general Machine learning

KSh 11,950.00

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This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

What does a probabilistic program actually compute? How can one formally reason about such probabilistic programs? This valuable guide covers such elementary questions and more. It provides a state-of-the-art overview of the theoretical underpinnings of modern probabilistic programming and their applications in machine learning, security, and other domains, at a level suitable for graduate students and non-experts in the field. In addition, the book treats the connection between probabilistic programs and mathematical logic, security (what is the probability that software leaks confidential information?), and presents three programming languages for different applications: Excel tables, program testing, and approximate computing. This title is also available as Open Access on Cambridge Core.

Get Foundations of Probabilistic Programming by Alexandra Silva at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Cambridge University Press and it has 582 pages.