Continuous Random VariablesCovers continuous random variables, probability density functions, and distributions, with practical examples.
Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Distribution of Random VariablesIntroduces the concept of the distribution of a random variable and explores specific cases of discrete and continuous random variables.
Discrete Random VariablesCovers properties and transformations of discrete random variables, focusing on PMF and expectation.
Air Pollution AnalysisExplores air pollution analysis using wind data, probability distributions, and trajectory models for air quality assessment.