Numerical Machine Learning
Other Relevant/Alternative Courses

AI and Machine Learning:
CS4331 Problem Solving and Machine Learning
CS7342 Knowledge Structures for Machine Learning
CS7343 Machine Learning

Pattern Recognition:
EE6063 Methods in Pattern Recognition

Statistics:
ISYE6305 Forecasting Systems
ISYE6401 Applied Regression Analysis I
ISYE6402 Time Series Analysis
ISYE6404 Nonparametric Statistics
ISYE6405 Response Surfaces I
ISYE6406 Response Surfaces II
ISYE6427 Applied Statistical Decision Theory
ISYE6799 Quasi-experimental Design
ISYE7401 Applied Regression Analysis II

Optimization:
AE6350 Design Optimization
ISYE6663 Optimization III: Nonlinear Programming
ISYE6679 Computational Methods in Optimization

Control and Dynamic Programming:
AE6511 Optimal Guidance and Control I
AE6512 Optimal Guidance and Control II
EE6111 Feedback Control Systems I
EE6114 Adaptive Systems
EE6131 Est. tracking
ISYE4006 Integer and Dynamic Programming
ISYE6763 Stochastic Optimization
ISYE7674 Dynamic Programming
ME6426 Feedback Control Systems III

Misc:
ISYE8100B Fuzzy Systems, Fuzzy Logic and Control (Esogbue) 
EE6759 Engineering Intelligent Systems
EE6415 speech
EE8346 vision
EE8341 Deweerth