Super helpful, even had tutorial sessions before tests to solve examples for us. She is a forgiving marker as long as you understand the general approach to a problem, which is a relief given that the course is quite math involved. Overall has been great. Gave opportunities for bonuses during some live classes and recorded every lecture.