Probability Companion for Engineering and Computer Science, The

Probability Companion for Engineering and Computer Science, The
Adam Prugel-Bennett
RRP:
NZ$ 86.95
Our Price:
NZ$ 78.26
Paperback
Not defined - 450pg
29 Feb 2020 UK
International import eta 7-19 days
9781108727709
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This friendly guide is the companion you need to convert pure mathematics into understanding and facility with a host of probabilistic tools. The book provides a high-level view of probability and its most powerful applications. It begins with the basic rules of probability and quickly progresses to some of the most sophisticated modern techniques in use, including Kalman filters, Monte Carlo techniques, machine learning methods, Bayesian inference and stochastic processes. It draws on thirty years of experience in applying probabilistic methods to problems in computational science and engineering, and numerous practical examples illustrate where these techniques are used in the real world. Topics of discussion range from carbon dating to Wasserstein GANs, one of the most recent developments in Deep Learning. The underlying mathematics is presented in full, but clarity takes priority over complete rigour, making this text a starting reference source for researchers and a readable overview for students.
Status: Active
ISBN-13: 9781108727709
Published: 29 Feb 2020
Published In: United Kingdom
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Format: Paperback
Pages: 450

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