Supervised Learning - Till Date

In the lecture series so far in the Supervised Learning we have learnt the various topics as below

Neural Networks

Ensemble Learning - Boosting

SVMS or Kernal Methods

Computation Learning Theory

VC Dimensions

Bayesian Learning

Bayesian Inference

Almost ready for the midterm. But need to learn various proofs or examples from the Textbook to getter better understanding.