Advanced Labs
114 deep, interactive labs — from the math foundations through classical ML and deep learning to modern LLMs. Each one runs in your browser, every number real.
Deep Learning
Neural Network Basics
Deep Learning
Neural Network — Deep Dive
Deep Learning
Activation Functions Basics
Deep Learning
Activation Functions
Deep Learning
Loss Functions
Deep Learning
Backpropagation Autograd
Deep Learning
Gradient Descent Optimizers
Deep Learning
Learning Rate Schedules
Deep Learning
Optimization Landscape Normalization
Deep Learning
Batch Layer Normalization
Deep Learning
Regularization (L1, L2, Dropout)
Deep Learning
Residual Connections Gradients
Deep Learning
Double Descent
Deep Learning
Convolutional Neural Network
Deep Learning
Recurrent Neural Network
Deep Learning
Graph Neural Networks
Deep Learning
Autoencoders VAE
Deep Learning
VQ-VAE & Discrete Latents
Deep Learning
Generative Adversarial Networks
Deep Learning
Diffusion Models
Deep Learning
Normalizing Flows
Deep Learning
Masked Autoencoders
Deep Learning