About Machine Learning

Supervised Learning

Decision Trees

Naïve Bayes Classification

Ordinary Least Squares Regression

Logistic regression

K nearest neighbor

Support Vector Machines

Neural network (supervised, unsupervised, semi-supervised)

Unsupervised Learning

Clustering Algorithms

Principal Component Analysis (linear)

T-SNE (nonlinear)

Independent Component Analysis