Introduction to probability and Random Variables. Discrete random variable. Continuous random variable. The probability density function. The probability distribution function. Statistics of random variable. Random process, Ergodicity and stationary. Auto correlation function. Power spectral density. Estimating the autocorrelation function and power spectral density from raw data. Input output relations of linear systems.