Probability in Electrical Engineering and Computer Science is popular PDF and ePub book, written by Jean Walrand in 2021, it is a fantastic choice for those who relish reading online the Uncategoriezed genre. Let's immerse ourselves in this engaging Uncategoriezed book by exploring the summary and details provided below. Remember, Probability in Electrical Engineering and Computer Science can be Read Online from any device for your convenience.
Probability in Electrical Engineering and Computer Science Book PDF Summary
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. The companion website now has many examples of Python demos and also Python labs used in Berkeley. Showcases techniques of applied probability with applications in EE and CS; Presents all topics with concrete applications so students see the relevance of the theory; Illustrates methods with Jupyter notebooks that use widgets to enable the users to modify parameters.
Detail Book of Probability in Electrical Engineering and Computer Science PDF
- Author : Jean Walrand
- Release : 03 July 2024
- Publisher : Unknown
- ISBN : 3030499960
- Genre : Uncategoriezed
- Total Page : 0 pages
- Language : English
- PDF File Size : 8,8 Mb
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