Course Details

Course details of EE3110
Course NoEE3110
Course TitleProbability Foundations for Electrical Engineers
Credit10
Course ContentIntroduction to Probability: Sets, Events, Axioms of Probability, Conditional Probability and Independence, Bayes Theorem Random Variables: Definitions, Cumulative Distribution Functions, mass and density functions, joint and conditional distributions, Functions of Random Variables, Special distributions Expectations: Mean, Variance, Moments, Correlation, Markov and Chebychev Inequalities, Moment-generating functions, Conditional Expectations Random Vectors: Jointly Gaussian random variables, Covariance Matrices, Linear Transformations, Diagonalization of Covariance Matrices Law of Large Numbers, Central Limit Theorem
Course Offered this semesterNo
Faculty Name