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Untitled
Fourier Analysis and PDEs
Explores Fourier analysis, PDEs, historical context, heat equation, Laplace equation, and periodic boundary conditions.
Mechanics: Introduction and Calculus
Introduces mechanics, differential and vector calculus, and historical perspectives from Aristotle to Newton.
Differential Operators: Gradient and Divergence
Introduces differential operators, gradient, and divergence in vector fields.
Linear Models: Ridge, OLS and LASSO
Covers linear models like Ridge, OLS, and LASSO, explaining singular values and regression analysis.