Sequence Analysis -- Introduction: Biological Sequences -- Sequence Alignment -- Markov Chains and Hidden Markov Models -- Protein Folding -- Phylogenetic Reconstruction -- Mathematical Background for Sequence Analysis -- Elements of Probability Theory -- Significance of Sequence Alignment Scores -- Elements of Statistics -- Substitution Matrices.