Explores Stochastic Gradient Descent and Mean Field Analysis in two-layer neural networks, emphasizing their iterative processes and mathematical foundations.
Covers differentiability in multivariable functions and the existence of tangent planes, emphasizing geometric interpretations and practical applications.
