Probability and Random Processes

Course Description :
Lecture Series on Probability and Random Variables by Prof. M. Chakraborty, Department of Electronics and Electrical Communication Engineering, I.I.T.,Kharagpur. Introduction, Axioms of Probability, Random Variables,Probability Distributions and Density Functions, Function of a Random Variable, Mean and Variance, Function of Two Random Variables, Correlation Covariance, Correlation Matrices and their Properties, Thebycheff Inquality and Estimation, Central Limit Theorem, Ergodic Processes, Linear Mean Square Estimation - Wiener,Adaptive Filtering - LMS Algorithm.

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