From Linear Models to Machine Learning. This text provides a modern introduction to regression and classification with an emphasis on big data and R. The main body uses math stat sparingly and always in the context of something concrete readers can skip the math stat content entirely if they wish. The extras sectionnbspis for those who feel comfortable with analysis using math stat.