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You are here: Home › Research Trends & Opportunities › New Media and New Digital Economy › AI, Machine Learning, Deep Learning, and Neural Networks › Mathematics for AI/ML/DL, OR/MS/IE, and Data Science › AI and Linear Algebra › Foundations of Linear Algebra › Basic Concepts of Linear Algebra

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Basic Concepts of Linear Algebra
System of Linear Equations
The Simplex Method
Vectors in Space
Vector Spaces
Linear Independence
Matrices
Determinants
Subspaces and Spanning Sets
Linear Transformation
Basis of Dimension
Diagonization
Orthonormal Bases and Complements
Diagonalizing Symmetric Matrices
Kernel, Range, Nullity, Rank
Least Squares and Singular Values

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Basic Concepts of Linear Algebra

: [University of New South Wales, Australia]

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