Curriculum
AI
Neural networks, attention, transformers, diffusion, reinforcement learning
Neural Networks
Forward Propagation
How a neural network turns pixels into a prediction
MLPInference
MNIST Digit Classifier
Draw digits or load real MNIST samples and watch a trained MLP classify them live
MNISTMLPInteractive
Gradient Descent
Stepping down the loss surface
OptimizationSGD
Backpropagation
Gradient descent and weight updates
GradientChain Rule
CNN
Convolution, pooling, feature maps
ConvolutionDeep Learning