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Singular Value Decomposition: Applications and Interpretation
Explains the construction of U, verification of results, and interpretation of SVD in matrix decomposition.
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Orthogonality and Subspace Relations
Explores orthogonality between vectors and subspaces, demonstrating practical implications in matrix operations.
Data Science Visualization with Pandas
Covers data manipulation and exploration using Python with a focus on visualization techniques.
Linear Algebra Basics
Covers the basics of linear algebra, including linear maps, bases, and matrix operations.
Linear Algebra: Image and Kernel Revisited
Revisits bases of the image and kernel in linear algebra, focusing on linear transformations between finite-dimensional vector spaces.
Matrix Row Rank and Column Rank
Explores the equality of row spaces for equivalent row matrices and the determination of row ranks.
Hensel's Lemma Application
Discusses the application of Hensel's lemma in determining nth roots and elements that are nth powers.
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