Liner regression and feature scaling
For the 1st question, I think B is not a supervised learning problem. You are already given emails which are spam. You need to analyse them to find if there are subtypes (Clustering.)

For the 2nd question, it is just B. Scaling doesn't make each step less computationally expensive. You do same amount of computation.