Singular Values vs. Eigenvalues : Data Science Basics

Singular Value Decomposition (SVD) of 3x3 Matrix, Example (Read Description)

Singular Value Decomposition SVD - Mathematical Overview

Singular value decomposition is one of many low rank methods when working with matrices. This video shares the intuition for why SVD matters and why it's so widely used in recommender systems, working with text and images, and even large language models. The linear algebra class is useful. #datascience #machinelearning #svd #singularvaluedecomposition #matrixalgebra