Table of contents : Table of Contents Acknowledgements Introduction Getting Started Inference Exploratory Data Analysis Matrix Algebra Linear Models Inference For High Dimensional Data Statistical Models Distance and Dimension Reduction Basic Machine Learning Batch Effects