Machine learning models are only as valuable as the problems they solve. Among the most powerful classical algorithms available is the Support Vector Machine (SVM), a method known for its strong ...

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 ...