Theory of Intelligence
MATH FOR AI•Linear Algebra•Linear Mappings And Affine Spaces•5.1 Linear Mappings

Introduction

What makes a map linear, injective/surjective/bijective maps, and the transformation matrix of a linear map.

Introduction

In topic 2.3 we saw matrices move vectors. Now we turn it around: start from any function between vector spaces that respects addition and scaling — a linear mapping — and show that, once we choose bases, it is always a matrix. This is why matrices are the universal language of linear algebra.

Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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