Scientific Computing, MSE

Programming Languages and Techniques
Introduction to Software Development
Algorithms and Computation
Numerical Methods and Modeling
Big Data Analytics
Applied Machine Learning
Machine Learning
Modern Data Mining
Brain-Computer Interfaces
Network Neuroscience
Mathematical Computation Methods for Modeling Biological Systems
Econometrics I: Fundamentals
Econometrics II: Methods & Models
Econometrics III: Advanced Techniques of Cross-Section Econometrics
Econometrics IV: Advanced Techniques of Time-Series Econometrics
Applied Probability Models for Marketing
Advanced Chemical Kinetics and Reactor Design
Transport Processes II (Nanoscale Transport)
Interfacial Phenomena
Aerodynamics
Nanotribology
Micro and Nano Fluidics
Nanoscale Systems Biology
Fundamental Techniques of Imaging I
Biomedical Image Analysis
Nanotribology
Phase Transformations
Elasticity and Micromechanics of Materials
Software Systems
Software Engineering
Computer Systems Programming
Advanced Programming
Internet and Web Systems
Programming and Problem Solving
Database and Information Systems
Sample Survey Methods
Observational Studies
Computational Linguistics
Machine Perception
Computer Vision & Computational Photography
Advanced Topics in Machine Perception
Computational Learning Theory
Data Mining: Learning from Massive Datasets
Modern Data Mining
Special Topics
Analysis of Algorithms
Advanced Topics in Algorithms and Complexity
Algorithms and Computation
Artificial Intelligence
Learning in Robotics
Modern Regression for the Social, Behavioral and Biological Sciences
Atomic Modeling in Materials Science
Multiscale Modeling of Chemical Systems
Molecular Modeling and Simulations
Computational Science of Energy and Chemical Transformations
Finite Element Analysis
Computational Mechanics
Feedback Control Design and Analysis
Topics In Computational Science and Engineering
Numerical Methods and Modeling
Fundamentals of Linear Algebra and Optimization
Complex Analysis
Intro to Linear, Nonlinear and Integer Optimization
Accelerated Regression Analysis for Business
Stochastic Processes
Modern Convex Optimization
Information Theory

Or a free elective (subject to approval)

Select 2 course units of SCMP 597 Thesis Research or SCMP 599 Independent Study.

Generally, any course in which the primary focus is a physical/chemical/biological/mechanical application area that may be studied computationally is allowed.