Part I Probabilistic Modelling 1 A Leisurely Look at Statistical Inference 2 Introduction to Learning Bayesian Networks from Data 3 A Casual View of Multi-Layer Perceptrons as Probability Models Part II Bioinformatics 4 Introduction to Statistical Phylogenetics 5 Detecting Recombination in DNA Sequence Alignments 6 RNA-Based Phylogenetic Methods 7 Statistical Methods in Microarray Gene Expression Data Analysis 8 Inferring Genetic Regulatory Networks...