Probability in Electrical Engineering & Computer Science - Jean Walrand

Probability in Electrical Engineering & Computer Science

Probability in Electrical Engineering & Computer Science By Jean Walrand

  • Genre: Computers
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Book ➲ "Probability in Electrical Engineering & Computer Science" Audiobook ➲ "Probability in Electrical Engineering & Computer Science"

The book is designed for a junior/senior level course.  Applications drive the material: PageRank, Multiplexing, Digital Link, Tracking, Speech Recognition, Route Planning and more. Topics include Markov chains, detection, coding, estimation, Viterbi algorithm, expectation maximization, clustering, compressed sensing, recommender systems, Kalman Filter, Markov decision problems, LQG, and channel capacity. Matlab examples are used to simulate models and to implement the algorithms. Appendices provide the necessary background in basic probability and linear algebra. See https://sites.google.com/site/walrandpeecs/home.
Jean Walrand is a Professor of Electrical Engineering and Computer Science at the University of California at Berkeley.

Probability in Electrical Engineering & Computer Science book review; Probability in Electrical Engineering & Computer Science book description; Jean Walrand; Computers books

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  • Extraordinary Computer Science Book

    5
    By Papapapapazzz
    This is a comprehensive and one of a kind science book every 21st century computer scientist must have. Wonderful!

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