Equation de continuitéCovers the definition of current density and the general continuity equation with the effect of convection.
Neural networks under SGDExplores the optimization of neural networks using Stochastic Gradient Descent (SGD) and the concept of dual risk versus empirical risk.
Gradient, divergenceCovers the definitions of gradient and divergence, including the Cartesian coordinate system and the divergence theorem.
Fluids and ElectromagnetismExplores closed and non-closed surfaces, divergence theorem, Stokes theorem, and fluid properties in fluid dynamics and electromagnetism.
Information Measures: Part 2Covers information measures like entropy, joint entropy, and mutual information in information theory and data processing.
Vector Calculus TheoremsExplores the Gauss and Green theorems in vector calculus, showcasing their applications through practical examples and geometric interpretations.
