Probability in Electrical Engineering and Computer Science

Name: Probability in Electrical Engineering and Computer Science
Brand: Springer Nature Switzerland AG
SKU: 9783030499976
Price: 15058 HUF
Availability: InStock

An Application-Driven Course

Szerző: Jean Walrand

Nyelv:

Kötés: Puha kötésű

Kiadó: Springer Nature Switzerland AG

Elérhetőség: Beszállítói készleten

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This revised textbook motivates and illustrates the techniques of applied probability by application...

Információk a könyvről

Szerző

Jean Walrand

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2022

oldal

380

EAN

9783030499976

Enbook ID

39268017

Kiadó

Springer Nature Switzerland AG

Súly

614

Méretek

234 x 155 x 34

Teljes leírás

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 [email protected] is an open access book.

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Probability in Electrical Engineering and Computer Science

An Application-Driven Course

Információk a könyvről

Teljes leírás

Érdekelheti

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