[Deep Learning] Neural Networks and Deep Learning

Introduction to Deep Learning

What is a Neural Network?

Supervised Learning with Neural Networks

Why is Deep Learning taking off?

Logistic Regression as a Neural Network

Binary Classification

Logistic Regression

Logistic Regression Cost Function

Gradient Descent

Derivatives

More Derivative Examples

Computation Graph

Derivatives with a Computation Graph

Logistic Regression Gradient Descent

Gradient Descent on m Examples