Photo credit: Khan Academy
Khan Academy offers great courses in Math, Science, Engineering, Arts, Humanities, Computing, Economics, Finance, and test preparation. This link will take you to the lessons for Statistics & Probability, which includes: introduction to statistics, analyzing categorical data, displaying and comparing quantitative data, summarizing qualitative data, modeling data distributions, exploring bivariate numerical data, study design, probability, and many, many more.