Probability in Electrical Engineering and Computer Science: An Application-Driven Course

This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and...
¥16,739 JPY
¥16,739 JPY
SKU: 9783030499976
Product Type: Books
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Author: Jean Walrand
Format: Paperback
Language: English
Subtotal: ¥16,739
Probability in Electrical Engineering and Computer Science: An Application-Driven Course by Walrand, Jean

Probability in Electrical Engineering and Computer Science: An Application-Driven Course

¥16,739

Probability in Electrical Engineering and Computer Science: An Application-Driven Course

¥16,739
Author: Jean Walrand
Format: Paperback
Language: English

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.




Author: Jean Walrand
Publisher: Springer
Published: 06/24/2022
Pages: 380
Binding Type: Paperback
Weight: 1.25lbs
Size: 9.21h x 6.14w x 0.84d
ISBN: 9783030499976

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