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Using examples and building intuition, this friendly guide helps readers understand and use probabilistic tools from basic to sophisticated.
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Über die Autorin bzw. den Autor
Adam Prügel-Bennett is Professor of Electronics and Computer Science at the University of Southampton. He received his Ph.D. in Statistical Physics at the University of Edinburgh, where he became interested in disordered and complex systems. He currently researches in the area of mathematical modelling, optimisation and machine learning and has published many papers on these subjects.
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The Probability Companion for Engineering and Computer Science (Paperback)
Verlag:
Cambridge University Press, Cambridge, 2020
ISBN 10: 1108727700
ISBN 13: 9781108727709
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Paperback. Zustand: new. Paperback. 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. This guide helps undergraduate and graduate students convert pure mathematics into understanding and facility with a host of probabilistic tools. From the basic rules of probability it expands to the most sophisticated modern techniques, equipping those starting their careers and providing a handy reference for professionals and researchers. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9781108727709
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The Probability Companion for Engineering and Computer Science
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Paperback. Zustand: Brand New. 457 pages. 9.75x7.00x1.00 inches. In Stock. Bestandsnummer des Verkäufers xi1108727700
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The Probability Companion for Engineering and Computer Science
Verlag:
Cambridge University Press, 2020
ISBN 10: 1108727700
ISBN 13: 9781108727709
Neu
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Anbieter: moluna, Greven, Deutschland
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Kartoniert / Broschiert. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This guide helps undergraduate and graduate students convert pure mathematics into understanding and facility with a host of probabilistic tools. From the basic rules of probability it expands to the most sophisticated modern techniques, equipping those sta. Bestandsnummer des Verkäufers 276073050
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