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Linear Algebra: Operations and Applications
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Related lectures (25)
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Elements of Lie Groups and Algebras
Explores the transformation of vectors and tensors in quantum physics, emphasizing Lie groups and algebras.
Linear Algebra Basics: Matrix Representations and Transformations
Explores linear algebra basics, emphasizing matrix representations of transformations and the importance of choosing appropriate bases.
Matrix Operations: Linear Systems and Solutions
Explores matrix operations, linear systems, solutions, and the span of vectors in linear algebra.
Linear Combinations and Matrix-Vector Product
Explores linear combinations, matrix-vector product, and matrix equation solutions.
Vector Transformation and Tense
Explores the transformation of vectors and tensors, including rotations and representations in quantum physics.
Linear Combinations: Vectors and Matrices
Explores linear combinations of vectors and matrices in Rn, demonstrating geometric interpretations and matrix operations.
Linear Algebra: Systems of Equations and Vector Operations
Explores systems of equations, vector operations, and geometric interpretations in linear algebra.
Eigen Library for Linear Algebra
Explores the Eigen library for linear algebra, covering vectors, matrices, arrays, memory management, reshaping, and per-component operations.
Coordinate Systems and Applications
Covers the definition and use of coordinate systems and applications in bases and linear equations.
Matrix Operations: Coefficients, Combinations, and Applications
Covers matrix operations, coefficients, combinations, and applications in various scenarios.