Probability: random events and probability, random variables and their probability distribution, joint probability distribution of random variables, numerical characteristics of random variables, law of large numbers and central limit theorem, basic concepts of mathematical statistics, parameter estimation and hypothesis testing.
That's basically it. Specific to the examination syllabus, you can also consult the teacher of Tiandao Postgraduate Entrance Examination.