-
Machine Learning Basics
Linear Regression
How to Minimize Cost
Multi-Variable Linear Regression
Logistic (Regression) Classification
Softmax Classification: Multinomial Classification
Application & Tips: Learning Rate, Data Preprocessing, Overfitting
Deep Neural Nets for Everyone
Neural Nets(NN) for XOR
ReLU: Better Non-Linearity
CNN Introduction
RNN
Deep Neural Nets for Everyone