Upon successful completion of this course, the student will be able to
assess / evaluate the most important algorithms, function classes, and algorithm convergence guarantees.
compose existing theoretical analysis with new aspects and algorithm variants.
formulate scalable and accurate implementations of the most important optimization algorithms for machine learning applications.