Temple University, Department of Mathematics Ph.D. Program
Coursework:
Machine Learning CIS 5526
Applied Mathematics I & II
Probability Theory I
Real Analysis I & II
Complex Analysis I & II
Partial Differential Equations I & II
Functional Analysis I & II
Harmonic Analysis in the Upper Half Space
Differential Geometry & Topology
Algebra I & II
Classes Taught:
Intermediate Algebra
College Algebra
Calculus I
Real and Complex Analysis Problem Sessions
Differential and Integral Calculus Problem Sessions
Probability and Statistics for Life Sciences Problem Sessions
Modern Algebra Problem Sessions
MSRI Mathematics of Machine Learning Summer School
Coursework:
Convex Optimization
Statistical Learning
Deep Learning
Online Learning
Reinforcement Learning