First year subjects:
Linear Algebra - Eigenvectors, Dot Product, Cross Product
Calculus - Laplace transformations, Integration (by parts, seperation of variables...)
Statistics - Covaraince, Hypothesis testing
Probability - Joint probability distributions, t distrubtion, binomial distribution...