Google Classroom
GeoGebraGeoGebra Classroom

representation learning

linear regression + gradient descent

Logistic regression

Transformation inside neural network for finding representations

Training neural network end to end

Dimensionality reduction - manifold learning

PCA

Linear auto encoder

Non - linear auto encoder

Maximum likelihood

Gaussian mixture model 1d case

Gaussian mixture models - 2d case

Variational auto encoder