The knowledge of calculus is basically unary function calculus, multivariate function differential and double integral. Because the concept of integral is used in the density function of continuous variables and many probability steps in probability theory.

In addition, some knowledge of high school mathematics is also used, such as median, average and weighted average in series.

As for books, I won't say much. There are many books about them in the bookstore.