This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...

Solution techniques for least squares problems. Formulation and analysis of basic stationary methods e.g. Gauss-Jacobi, Gauss-Seidel. The numerical solution of Poisson's equation. The conjugate ...

"Real-time analytics is more than just a tool—it’s a paradigm shift," says Dr. Aditya Dodda, an expert in building real-time ...