Classic Probability. An introduction through elementary examples.

Probability Theory. Basic definition and various counting problems.

Confidence and prediction intervals. An brief explanation of the underlying theory behind confidence and prediction intervals. A few problems for estimating the mean and variance of a population are solved to illustrate it.