- Neural Networks from Scratch - sentdex
- Animations in Course
- Very visual way of explaining, combined with implementing from scratch for understanding
- Introduction & Single Neuron
- Coding a Layer
- The Dot Product
- Batches, Layers and Objects
- Hidden Layer Activation Functions
- Softmax Activation
- Calculating Loss with Categorical Cross Entropy
- Implementing Loss
- Introducing Optimization & Derivatives