Linear Algebra
Domain: Math & Logic for AI
🎯 Motivation
The study of vectors, matrices, and linear transformations. The language of data in AI.
📋 Concrete Example
Representing 1 million images as a matrix and multiplying by a weight matrix to classify them.
🔗 Analogy
Like the grammar of multi-dimensional space - it lets us describe and manipulate data efficiently.