In the lecture series so far in the Supervised Learning we have learnt the various topics as below
Ensemble Learning - Boosting
SVMS or Kernal Methods
Computation Learning Theory
Almost ready for the midterm. But need to learn various proofs or examples from the Textbook to getter better understanding.