Topics: Continuous random variable and its density, Density of the normal distribution, Expectation of a discrete random variable, Expectation: General definition, Expectation and mean squared error, Transformation Theorem, Variance and standard deviation, Covariance and correlation, Independence and covariance, Rules of computation for expectations, Expectation of a binomially distributed random variable