Related lectures (121)
Summary using nabla symbol
Covers the concept of nabla symbol, vector scalar, divergence, and cross product in 3D.
Gradient Descent Methods
Covers gradient descent methods for convex and nonconvex problems, including smooth unconstrained convex minimization, maximum likelihood estimation, and examples like ridge regression and image classification.
Fixed Point Method: Convergence and Nonlinear Equations
Covers the fixed point method for solving nonlinear equations and discusses convergence properties.
Telescopic Series: Convergence and Divergence
Covers telescopic series, partial sums, convergence, and divergence using various examples and proofs.
Voristicand Characterization of KL Divergences
Explores exploration bias and generalization bound in KL divergences, emphasizing mathematical proofs and implications.
Surface Integrals, Divergence Theorem
Covers surface integrals, divergence theorem, and regular domains in 2D and 3D.
Stability in Feedback Systems
Explores BIBO stability in feedback systems, covering criteria, Nyquist criterion, and system sampling impact.
Maxwell's Equations: Faraday and Ampère Laws
Covers Maxwell's equations in vacuum, focusing on Faraday's and Ampère's laws and the absence of sources.
Sequences, Convergence
Introduces sequences, convergence, limits, bounded and monotonic sequences, divergence, and convergence criteria.
Finite Element Method: Formulation and Approximations
Covers the strong and integral formulations, weak formulation, and approximation of temperatures.

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