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Lecture
Integration of Rational Functions
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Integration of Rational Functions
Covers the integration of rational functions, decomposition into irreducible factors, and step-by-step integration examples.
Matrix Calculus: Rank and Decomposition
Covers matrix rank, determinant, and decomposition in linear algebra.
Harmonic Forms: Main Theorem
Explores harmonic forms on Riemann surfaces and the uniqueness of solutions to harmonic equations.
Complex Logarithm: Extension and Polar Form
Covers the extension of the logarithm to complex numbers and explores the relationship with trigonometric functions.
Integration of Rational Functions
Covers the integration of rational functions, including the decomposition into partial fractions and the use of complex zeros.
Linear Applications Overview
Explores linear applications, vector spaces, kernels, and invertibility in linear algebra.
Matrix Representations of Linear Applications
Covers matrix representations of linear applications in R³ and the invariance of rank.
Linear Algebra: Orthogonal Projection and QR Factorization
Explores Gram-Schmidt process, orthogonal projection, QR factorization, and least squares solutions for linear systems.
Reciprocal Space and Bragg Condition
Explores complex numbers in reciprocal space and the Bragg condition, emphasizing linear algebra's importance for engineers.
Singular Value Decomposition: Example
Explains the step-by-step process of finding the singular value decomposition of a matrix.