Theory of Intelligence
MATH FOR AI•Linear Algebra•Systems Of Linear Equations•3.1 Linear Systems & Their Geometry

Introduction

What a linear system is, why it has none, one or infinitely many solutions, the geometric picture, and the matrix form Ax = b.

Introduction

Many real problems boil down to "find numbers that satisfy several conditions at the same time." When every condition is a weighted sum of the unknowns equal to a constant, we have a system of linear equations. Linear regression, network flows, balancing chemical equations and computer graphics all reduce to such systems.

Discuss theoretical concepts, mathematical formulas, and architectural foundations.

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