Essential Math for AI and ML: A Beginner's Introduction to Linear Algebra
Linear algebra is the language machine learning models actually think in — vectors, matrices, and the operations between them are how data, weights, and embeddings get represented and transformed. This is where our AI math journey starts, working through the concepts that show up everywhere from a simple neural network layer to the attention mechanism inside an LLM.