Linear Algebra: Matrices, determinants, system of linear equations, eigenvalues and eigenvectors, LU decomposition. Calculus: Limits, continuity, and differentiability. Maxima and minima. Mean value theorem. Integration. Probability: Random variables. Uniform, normal, exponential, Poisson, and binomial distributions. Mean, median, mode, and standard deviation. Conditional probability and Bayes theorem.
Very important topics: Matrices, determinants, eigenvalues and eigenvectors, Random variables. Uniform, normal, exponential, Poisson and binomial distributions, Conditional probability, and Bayes theorem
Text Books: Probability by Sheldon Ross