This course aims to upgrade the mathematical skills and conceptual understanding of graduate students in preparation for studying advanced level courses in Computer Science. In addition to some elements of discrete mathematics, logic, and scientific computing, this course will proceed to an in-depth review of concepts of probability and statistics including probability distributions, sampling distributions, regression and correlation, and nonparametric statistics.