Theory of Intelligence
MATH FOR AI•Linear Algebra•Matrices•2.2 Matrix Operations

Introduction

Matrix addition and scaling, matrix multiplication, its properties, the Hadamard product, and the transpose.

Introduction

Matrices can be added and scaled just like vectors, but their real power comes from matrix multiplication — the operation that chains transformations together and runs every layer of a neural network. This topic covers each operation and the rules (and traps) that come with it.

Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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