Day-14 of Machine Learning

Day-14 of Machine Learning:

• Learnt about Underfit, Generalization and Overfit.
  and how to address overfit:

  1. Collect more data / training sets.
  2. Feature selection.
  3. Regularization.

• Learnt how to apply regularization on linear regression and Logistic Regression and to penalise or shrink features that will help to build a simpler model.