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Lecture
Radial Quantization & Inner Products
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Linear Algebra: Matrices Properties
Explores properties of 3x3 matrices with real coefficients and determinant calculation methods.
Isometries in Euclidean Spaces
Explores isometries in Euclidean spaces, including translations, rotations, and linear symmetries, with a focus on matrices.
Linear Applications and Eigenvectors
Covers linear applications, diagonalizable matrices, eigenvectors, and orthogonal subspaces in R^n.
Singular Value Decomposition: Applications and Interpretation
Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.
Quantum Electrodynamics and Quantum Optics
Covers the Jaynes-Cummings model, dispersive regime of cavity QED, atom passing through the cavity, and examples related to the birth, life, and death of a photon.
Convex Optimization: Notation and Matrix Norms
Introduces Convex Optimization notation, convex functions, vector norms, and matrix properties.
Matrix Inversion
Explores matrix inversion, conditions for invertibility, uniqueness of the inverse, and elementary matrices for inversion.
Diagonalization of Symmetric Matrices
Explores diagonalization of symmetric matrices and their eigenvalues, emphasizing orthogonal properties.
Linear Algebra: Matrices and Operations
Introduces key concepts in linear algebra, including matrices, operations, and numerical invariants.
Sylvester's Inertia Theorem
Explores Sylvester's Inertia Theorem, relating eigenvalues to diagonal entries in symmetric matrices.