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.
Required Courses
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 635.631 - Foundations of Data Analytics | Course Format: Online - Asynchronous |
| Course Number & Name: 685.652 - Data Engineering Principles and Practice | Course Format: Online - Asynchronous |
| Course Number & Name: 685.662 - Data Patterns and Representations | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 605.641 - Principles of Database Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 635.782 - Ethics in Intelligent Systems or | Course Format: Online - Synchronous |
Core Courses
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 635.631 - Foundations of Data Analytics | Course Format: Online - Asynchronous |
| Course Number & Name: 605.641 - Principles of Database Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 685.662 - Data Patterns and Representations | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 635.782 - Ethics in Intelligent Systems | Course Format: Online - Synchronous |
Focus Areas
A focus area will not appear on your diploma; however, you can tailor the master’s in data analytics engineering degree by selecting advanced graduate courses in one of five focus areas:
- Cybersecurity
- Machine Learning and Cloud Computing
- Data Engineering
- Simulation and Modeling
- Artificial Intelligence
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 4 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.
Cybersecurity
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 695.601 - Foundations of Information Assurance | Course Format: In-person, Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 695.622 - Web Security | Course Format: Online - Asynchronous |
| Course Number & Name: 635.676 - Cybersecurity in Information Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 625.680 - Cryptography | Course Format: Online - Synchronous |
| Course Number & Name: 695.721 - Network Security | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 635.775 - Cyber Operations, Risk, and Compliance | Course Format: Online - Asynchronous |
Machine Learning and Cloud Computing
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.621 - Algorithms for Data Science | Course Format: Online - Asynchronous |
| Course Number & Name: 705.601 - Applied Machine Learning | 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: 605.646 - Natural Language Processing | Course Format: Online - Asynchronous |
| Course Number & Name: 625.742 - Theory of Machine Learning | Course Format: Online - Asynchronous |
| Course Number & Name: 605.744 - Information Retrieval | Course Format: Online - Asynchronous |
| Course Number & Name: 705.742 - Advanced Applied Machine Learning | Course Format: Online - Asynchronous, Online - Synchronous |
Data Engineering
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.652 - Data Engineering Principles and Practice | Course Format: Online - Asynchronous |
| Course Number & Name: 635.601 - Foundations of Information Systems Engineering | Course Format: Online - Asynchronous |
| Course Number & Name: 685.701 - Data Science: Modeling and Analytics | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 605.741 - Large-Scale Database Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 605.788 - Big Data Processing Using Hadoop | Course Format: Online - Asynchronous |
Simulation and Modeling
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 625.603 - Statistical Methods and Data Analysis | Course Format: In-person, Online - Asynchronous |
| Course Number & Name: 605.631 - Statistical Methods for Computer Science | Course Format: Online - Asynchronous |
| Course Number & Name: 625.661 - Statistical Models and Regression | Course Format: Online - Asynchronous |
| Course Number & Name: 625.664 - Computational Statistics | Course Format: Online - Asynchronous |
| Course Number & Name: 625.695 - Time Series Analysis | Course Format: Online - Asynchronous |
| Course Number & Name: 625.740 - Data Mining | Course Format: Online - Asynchronous |
| Course Number & Name: 605.716 - Modeling and Simulation of Complex Systems | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 625.734 - Queuing Theory | Course Format: In-person, Online - Synchronous |
| Course Number & Name: 625.741 - Game Theory | Course Format: Online - Asynchronous |
Artificial Intelligence
| Course Number & Name | Course Format |
|---|---|
| Course Number & Name: 685.621 - Algorithms for Data Science | Course Format: Online - Asynchronous |
| Course Number & Name: 635.627 - Intelligent Decision Support Systems | Course Format: Online - Asynchronous |
| Course Number & Name: 605.645 - Artificial Intelligence | Course Format: Online - Asynchronous |
| Course Number & Name: 635.603 - AI/ML Ops | Course Format: Online - Asynchronous, Online - Synchronous |
| Course Number & Name: 605.745 - Reasoning Under Uncertainty | Course Format: Online - Asynchronous |
| Course Number & Name: 695.715 - Assured Autonomy | Course Format: Online - Asynchronous |
| Course Number & Name: 605.724 - Applied Game Theory | Course Format: Online - Asynchronous |
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