Can you give advice to me on what materials(book or pdf) may I able to learn quickly the topic of exam? I am planning to take Master in Statistics and these are the topics of the Exam.

Probability and Statistical Inference - probability of events, random variables, expectations, density and distribution functions, sampling distributions, point estimation, interval estimation, hypothesis testing
Calculus and Matrix Algebra- differential and integral calculus, infinite series, matrix algebra
Programming Aptitude - (not language-specific) logic, algorithms, pseudo-codes, scenario-based problem solving