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Linear Algebra Done Right
by Sheldon Axler
Rigorous linear algebra text emphasizing vector spaces, linear maps, and abstract structure over computational techniques and determinants.
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Immersive Linear Algebra
Interactive linear algebra textbook with dynamic visualizations covering vectors, matrices, transformations, eigenvalues, and decompositions.
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Visual mathematics explanations using animations to build deep intuition for linear algebra, calculus, differential equations, and mathematical concepts.
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Applied Linear Algebra (Boyd & Vandenberghe)
Modern linear algebra presented as the essential infrastructure for data science and AI optimization.
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3Blue1Brown Linear Algebra Series
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Linear Algebra: Foundations to Frontiers Lecture 1
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MIT 18.06 Lecture 1
Gilbert Strang intro lecture