Linear Algebra and Probability Theory Review for ML

Matrices

Matrix Example
Matrix Addition/Subtraction example
Matrix Multiplication example
Matrix transpose example

Vectors

Dot product rule
The projection of the vector u on the vector v,

Probability Theory

Joint Probability

Independence

High Blood Pressure test results

Conditioning

High Blood Pressure test results

Bayes’ Rule

Boxes example, a sketch made by skettchboard

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Salma Ghoneim
WRITTEN BY

Salma Ghoneim

A computer engineering senior student, Interested in artificial intelligence, Beginner in game development and know my way around web development.

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