This course provides a comprehensive overview of the core concepts in Statistics. Emphasis is placed on the foundations of statistics. Course topics cover the basic ideas of statistics, graphical summaries of data, numerical summaries of data, summarizing bivariate data, probability, discrete probability distributions, the normal distribution, confidence intervals, hypothesis testing, two-sample confidence intervals, two-sample hypothesis tests, tests with qualitative data, inference in linear models, analysis of variance, and nonparametric statistics.