Linear Algebra

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Mathematical foundation for ML involving vector spaces, matrices, and linear transformations.

Full Definition

Mathematical foundation for ML involving vector spaces, matrices, and linear transformations.

Keywords

vectors matrices

Domains

Mathematics

Related Terms

Vector Space related to

Set of vectors closed under addition and scalar multiplication.

 Eigenvector related to

Vector whose direction remains unchanged under linear transformation.

 Singular Value Decomposition related to

Decomposes a matrix into orthogonal components; used in embeddings and compression.

 Norm related to

Measure of vector magnitude; used in regularization and optimization.

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