Simovici D. Linear Algebra Tools for Data Mining 2ed 2023

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Description


Textbook in PDF format

Preface
About the Author
Preliminaries
Linear Spaces
Matrices
MatLAB Environment
Determinants
Norms and Inner Products
Eigenvalues
Similarity and Spectra
Singular Values
The k-Means Clustering
Data Sample Matrices
Least Squares Approximations and Data Mining
Dimensionality Reduction Techniques
Tensors and Exterior Algebras
Multidimensional Array and Tensors
Bibliography
Index

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