Please refer to the Schedule Planning Information page for a general idea when these courses are offered. For exact dates, times, locations, fees, and instructors, please refer to the course finder.
Provisional Courses
Undergraduate-level courses offered to complete provisional requirements.
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 625.108 - Calculus I and | Course Format: Online - Asynchronous |
| Course Number & Name: 625.109 - Calculus II or | Course Format: Online - Asynchronous |
| Course Number & Name: 605.156 - Calculus for Engineers | Course Format: In-person |
| Course Number & Name: 605.206 - Introduction to Programming Using Python or | Course Format: Online - Asynchronous |
| Course Number & Name: 605.201 - Introduction to Programming Using Java or | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 605.207 - Introduction to Programming Using C++ | Course Format: Online - Synchronous |
| Course Number & Name: 625.250 - Multivariable Calculus and Complex Analysis | Course Format: Online - Asynchronous |
| Course Number & Name: 605.256 - Modern Software Concepts in Python | Course Format: Online - Synchronous |
| Course Number & Name: 605.203 - Discrete Mathematics or | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.251 - Introduction to Ordinary and Partial Differential Equations or | Course Format: Online - Asynchronous |
| Course Number & Name: 625.252 - Linear Algebra and Its Applications | Course Format: Online - Asynchronous |
Core Courses
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.621 - Algorithms for Data Science | Course Format: Online - Asynchronous |
| Course Number & Name: 625.603 - Statistical Methods and Data Analysis | Course Format: In-person, Online - Asynchronous, Online - Synchronous |
Required Courses
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.648 - Data Science | Course Format: Online - Asynchronous |
| Course Number & Name: 685.652 - Data Engineering Principles and Practice | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 685.662 - Data Patterns and Representations | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.661 - Statistical Models and Regression | Course Format: Online - Asynchronous |
| Course Number & Name: 625.615 - Introduction to Optimization or | Course Format: Online - Asynchronous |
| Course Number & Name: 625.664 - Computational Statistics | Course Format: Online - Asynchronous |
Focus Areas
Select one (1) of the following Focus Areas:
- Data Management and Cloud Computing
- Information Technology and Computation
- Machine Learning and Artificial Intelligence
- Operations Research
Courses by Focus Areas
The focus areas offered represent related groups of courses that are relevant for students with interests in the selected areas. Students are required to choose a focus area and complete at least 3 courses from the selected focus area of which at least two must be 700-level. The focus areas are presented as an aid to students in planning their course selections and are only applicable to students seeking a master’s degree. They do not appear as official designations on a student’s transcript or diploma.
Data Management and Cloud Computing
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.701 - Data Science: Modeling and Analytics | Course Format: Online - Synchronous |
| Course Number & Name: 605.632 - Graph Analytics | Course Format: Online - Asynchronous |
| Course Number & Name: 605.633 - Social Media Analytics | Course Format: Online - Asynchronous |
| Course Number & Name: 605.634 - Crowdsourcing and Human Computation | Course Format: Online - Asynchronous |
| Course Number & Name: 605.635 - Cloud Computing | Course Format: Online - Asynchronous |
| Course Number & Name: 605.641 - Principles of Database Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 605.724 - Applied Game Theory | Course Format: Online - Asynchronous |
| Course Number & Name: 605.741 - Large-Scale Database Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 605.744 - Information Retrieval | Course Format: Online - Asynchronous |
| Course Number & Name: 605.745 - Reasoning Under Uncertainty | Course Format: Online - Asynchronous |
| Course Number & Name: 605.788 - Big Data Processing Using Hadoop | Course Format: Online - Asynchronous |
| Course Number & Name: 635.632 - Engineering Data Intensive Systems | Course Format: Online - Asynchronous |
Information Technology and Computation
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 625.620 - Mathematical Methods for Signal Processing | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.636 - Graph Theory | Course Format: Online - Synchronous |
| Course Number & Name: 625.638 - Foundations of Neural Networks | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.680 - Cryptography | Course Format: Online - Synchronous |
| Course Number & Name: 625.687 - Applied Topology | Course Format: In-person, Online - Synchronous |
| Course Number & Name: 625.690 - Computational Complexity and Approximation | Course Format: Online - Asynchronous |
| Course Number & Name: 625.725 - Theory Of Statistics I | Course Format: Online - Asynchronous |
| Course Number & Name: 625.726 - Theory of Statistics II | Course Format: Online - Asynchronous |
| Course Number & Name: 625.734 - Queuing Theory | Course Format: In-person, Online - Synchronous |
| Course Number & Name: 625.740 - Data Mining | Course Format: Online - Asynchronous |
| Course Number & Name: 625.742 - Theory of Machine Learning | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.744 - Modeling, Simulation, and Monte Carlo | Course Format: Online - Synchronous |
Machine Learning and Artificial Intelligence
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.701 - Data Science: Modeling and Analytics | Course Format: Online - Synchronous |
| Course Number & Name: 605.633 - Social Media Analytics | Course Format: Online - Asynchronous |
| Course Number & Name: 605.634 - Crowdsourcing and Human Computation | Course Format: Online - Asynchronous |
| Course Number & Name: 605.645 - Artificial Intelligence | Course Format: Online - Asynchronous |
| Course Number & Name: 605.647 - Neural Networks | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 605.740 - Machine Learning: Deep Learning | Course Format: Online - Asynchronous |
| Course Number & Name: 605.742 - Deep Neural Networks | Course Format: Online - Asynchronous |
| Course Number & Name: 605.743 - Advanced Artificial Intelligence | Course Format: Online - Asynchronous |
| Course Number & Name: 635.603 - AI/ML Ops | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 635.661 - Principles of Human Computer Interaction | Course Format: Online - Asynchronous |
| Course Number & Name: 705.605 - Introduction to Generative AI | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 705.608 - Applied Generative AI | Course Format: Online - Asynchronous |
| Course Number & Name: 705.742 - Advanced Applied Machine Learning | Course Format: Online - Synchronous |
Operations Research
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 625.601 - Real Analysis | Course Format: Online - Synchronous |
| Course Number & Name: 625.609 - Matrix Theory | Course Format: Online - Asynchronous |
| Course Number & Name: 625.611 - Computational Methods | Course Format: Online - Asynchronous |
| Course Number & Name: 625.615 - Introduction to Optimization | Course Format: Online - Asynchronous |
| Course Number & Name: 625.618 - Discrete Hybrid Optimization | Course Format: Online - Synchronous |
| Course Number & Name: 625.623 - Introduction to Operations Research: Probabilistic Models | Course Format: Online - Asynchronous |
| Course Number & Name: 625.633 - Monte Carlo Methods | Course Format: Online - Asynchronous |
| Course Number & Name: 625.641 - Mathematics of Finance | Course Format: Online - Asynchronous |
| Course Number & Name: 625.642 - Mathematics of Risk, Options, and Financial Derivatives | Course Format: Online - Synchronous |
| Course Number & Name: 625.663 - Multivariate Statistics and Stochastic Analysis | Course Format: Online - Synchronous |
| Course Number & Name: 625.664 - Computational Statistics | Course Format: Online - Asynchronous |
| Course Number & Name: 625.665 - Bayesian Statistics | Course Format: Online - Asynchronous |
| Course Number & Name: 625.692 - Probabilistic Graphical Models | Course Format: Online - Asynchronous |
| Course Number & Name: 625.695 - Time Series Analysis | Course Format: Online - Asynchronous |
| Course Number & Name: 625.714 - Introductory Stochastic Differential Equations with Applications | Course Format: Online - Asynchronous |
| Course Number & Name: 625.717 - Advanced Differential Equations: Partial Differential Equations | Course Format: Online - Asynchronous |
| Course Number & Name: 625.718 - Advanced Differential Equations: Nonlinear Differential Equations and Dynamical Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 625.721 - Probability and Stochastic Processes I | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.722 - Probability and Stochastic Processes II | Course Format: Online - Synchronous |
| Course Number & Name: 625.728 - Theory of Probability | Course Format: Online - Synchronous |
| Course Number & Name: 625.741 - Game Theory | Course Format: Online - Asynchronous |
| Course Number & Name: 625.743 - Stochastic Optimization & Control | Course Format: Online - Synchronous |
Independent Study
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.795 - Capstone Project in Data Science | Course Format: Online - Asynchronous |
| Course Number & Name: 685.801 - Independent Study in Data Science I | Course Format: Online - Asynchronous |
| Course Number & Name: 685.802 - Independent Study in Data Science II | Course Format: Online - Asynchronous |
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