Probability in Electrical Engineering and Computer Science: An Application-Driven Course Walrand Jean
Probability in Electrical Engineering and Computer Science: An Application-Driven Course Walrand Jean This revised textbook motivates and illustrates the techniques of applied probability by…
Specifikacia Probability in Electrical Engineering and Computer Science: An Application-Driven Course Walrand Jean
Probability in Electrical Engineering and Computer Science: An Application-Driven Course Walrand Jean
This revised textbook motivates and illustrates the techniques of applied probability by applications in electrical engineering and computer science (EECS). 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. 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.
The book includes homework, solutions, and Jupyter notebooks. Python labs enable the readers to experiment and consolidate their understanding. This edition includes new topics such as Boosting, Multi-armed bandits, statistical tests, social networks, queuing networks, and neural networks. For
Probability and Social Science