Lectures related to Untitled | EPFL Graph Search

Explores surface integrals, emphasizing physical interpretation and mathematical calculations in vector fields and domains.

Explores the optimization of neural networks using Stochastic Gradient Descent (SGD) and the concept of dual risk versus empirical risk.

Explores the Gauss and Green theorems in vector calculus, showcasing their applications through practical examples and geometric interpretations.

Covers the application of the residue theorem in calculating integrals on closed curves in complex analysis.

Explores integration techniques, including indefinite integrals and variable changes, through trigonometric functions.

Covers surface integrals with a focus on regular parametrization and the importance of understanding the normal vector.