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Lecture
Solving Polynomial Equations: Basics and Applications
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Linear Algebra: Matrices and Inverses
Explores matrices, inverses, and their applications in linear algebra, emphasizing composition and transformation properties.
Matrix Equivalence Theorems
Explores matrix equivalence theorems for systems of equations and least squares solutions.
Eigenvalues and Matrix Equations: A Comprehensive Analysis
Examines conditions for the existence of invertible matrices satisfying specific matrix equations involving eigenvalues.
Complex Numbers: Introduction and Properties
Covers the introduction to complex numbers and their properties, including historical background and norm calculation.
Matrix Operations: Definitions and Properties
Covers the definitions and properties of matrices, including matrix operations and determinants.
Matrix of Cofactors and Inverse Matrix Formula
Covers the concept of the matrix of cofactors and a formula to calculate the inverse of a matrix.
Complex Numbers: Operations and Applications
Explores complex number properties, roots, and polynomial equations in the complex plane.
Characterization of Invertible Matrices
Explores the properties of invertible matrices, including unique solutions and linear independence.
Matrix Operations: LU Factorization & Subspace Vector
Covers LU factorization, determinants, subspaces, and matrix products.
Numerical Analysis: Direct Methods for Linear Systems
Covers direct methods for solving linear systems in numerical analysis.