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portada Probability in Electrical Engineering and Computer Science
Type
Physical Book
Publisher
Author
Year
2021
Language
English
Pages
404
Format
Paperback
Dimensions
23.4 x 15.6 cm
ISBN13
9783030499969

Probability in Electrical Engineering and Computer Science

Jean Walrand (Author) · Springer Nature B.V. · Paperback

Probability in Electrical Engineering and Computer Science - Jean Walrand

New Book Imported to Austria
Delivery: 01 Sep - 08 Sep Shipping: 12 to 16 business days.
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Synopsis "Probability in Electrical Engineering and Computer Science"

This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and computer science (EECS). The author presents information processing and communication systems that use algorithms based on probabilistic models and techniques, including web searches, digital links, speech recognition, GPS, route planning, recommendation systems, classification, and estimation. He then explains how these applications work and, along the way, provides the readers with the understanding of the key concepts and methods of applied probability. Python labs enable the readers to experiment and consolidate their understanding. The book includes homework, solutions, and Jupyter notebooks. This edition includes new topics such as Boosting, Multi-armed bandits, statistical tests, social networks, queuing networks, and neural networks. For ancillaries related to this book, including examples of Python demos and also Python labs used in Berkeley, please email Mary James at mary.james@springer.com.

This is an open access book. 

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