Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Source Coding: CompressionCovers entropy, source coding, encoding maps, decodability, prefix-free codes, and Kraft-McMillan's inequality.
Probability and StatisticsIntroduces probability, statistics, distributions, inference, likelihood, and combinatorics for studying random events and network modeling.