Types of Neural Networks:

Linear Regression

Logistic Regression

Convolutional Neural Networks

Recurrent Neural Networks

Restricted Boltzmann Machines

Autoencoders

Supporting Material:

Mathematical Concepts in Deep Learning

Frequently Used Equations