Introduction to Probability and Statistics, Jeremy Orloff, Jonathan Bloom, 2014 (MIT OpenCourseWare) - Free online course materials from MIT, offering lectures, notes, and problem sets on probability and statistics, with a clear explanation of the Central Limit Theorem.