In this page, you will find some fundamental of statistics and probability theory that is related to machine learning, or more specifically statistical learning theory [@wassermanAllStatisticsConcise2010][@hastieElementsStatisticalLearning2009]. # Chapters ## [[Probability basics]] # References Hastie, T., Tibshirani, R., & Friedman, J. H. (2009). _The elements of statistical learning: data mining, inference, and prediction_, 2nd ed, New York, NY: Springer. Wasserman, L. (2010). _All of statistics: a concise course in statistical inference_, Corr. 2. print., [repr.], New York Berlin Heidelberg: Springer.