Questions I remembered are:
1. Find the derivative of some x*log (x), cos (x^2), pretty straight forward
2. When you take partial derivative with a vector, the result is a scalar or vector
3. Some concepts about linear algebra, like what is the definition of singular matrix, when a matrix is invertible,