Deep Learning Tutorials

• Deep Learning - An Introduction
• Introduction to Perceptron
• Training a Perceptron: Understanding the Perceptron Trick
• Why The Perceptron Learning Rule Is Not Enough
• Introduction To Loss Functions
• Understanding The Perceptron Loss Function
• Understanding Parameters And Notation In A Multi Layer Perceptron
• What is an activation function?
• Understanding the Sigmoid Function
• Multi-layer Perceptron
• Changes in Neural Network
• Understanding Forward Propagation in a Multi-Layer Perceptron