Welcome to AI Playground

Vectors, matrices, calculus, probability - the building blocks of everything in AI.

Linear regression, gradient descent, classification - your first machine learning systems.

Neural networks, backpropagation, and representation learning - the deep learning core.

Transformers, attention, and generative systems - modern model architecture intuition.

Reinforcement learning, multimodal systems, and real-world AI applications at the frontier.

Alignment, scaling laws, and open research questions - where the field is still being written.