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Probability in Electrical Engineering and Computer Science: An Application-Driven Course 1st ed. 2021

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Autor:	Jean Walrand
Lehekülgede arv:	380
Ilmumisaasta:	2022
Kauba ID:	15977629

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Toote kirjeldus: Probability in Electrical Engineering and Computer Science: An Application-Driven Course 1st ed. 2021

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.

Üldine tooteinfo: Probability in Electrical Engineering and Computer Science: An Application-Driven Course 1st ed. 2021

Kauba ID:	15977629
Kategooria:	Majandusalased raamatud
Tootepakendite arv:	1 tk.
Paki suurus ja kaal (1):	0,03 x 0,16 x 0,24 m, 0,62 kg
Kirjastus:	Springer Nature Switzerland AG
Raamatu keel:	Inglise keel
Kaane tüüp:	Pehme
Vorming:	Traditsiooniline raamat
Tüüp:	Infotehnoloogia
Raamat väljavõttega:	Jah
Autor:	Jean Walrand
Lehekülgede arv:	380
Ilmumisaasta:	2022

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