I want to work with LLMs & NLP

Vectors and Vector Operations

Learn what vectors are, why they are the fundamental building blocks of machine learning, and how to manipulate them.

Matrices and Matrix Operations

Understand matrices as the core data structure of machine learning — from storing datasets to representing neural network layers.

Matrix Multiplication and Its Meaning

Go deep on matrix multiplication — the single most important operation in all of AI. Understand what it really does and why it matters.