Machine Learning Models

general knowledge of some machine learning models

Principal Component Analysis

• Used for dimension reduction

Parametric Models

functional relationship f is defined by a fixed finite form of parameters

Non -parametric model’s

Don’t assume any form of f

Neural Networks

Lasso

Ridge

Cross validation

• effectively evaluate a models performance on new unseen data.