University of Illinois Urbana-Champaign The Grainger College of Engineering 17 courses 12 total credits
for the Graduate Concentration in Advanced Analytics in Industrial & Enterprise Systems Engineering (on campus & online) The Advanced Analytics in Industrial & Enterprise Systems Engineering Concentration prepares students to relate the application of engineering approaches and methods to the analysis and management of engineering and business processes which are data-oriented. Students will be able to provide companies and organizations with the ability to convert the massive amounts of data received into useful information that can help shape the decisions companies and organizations make. Students must be enrolled in the Industrial Engineering MS (thesis or non-thesis) or Financial Engineering MS degree programs. After the first enrolled semester the student notifies the ISE Graduate Programs Office of their intention to enroll in the concentration and file a petition to add the Advanced Analytics Concentration with the Graduate College.
| Total Hours | 12 credits |
Advanced Analytics Core
| Code | Course Title | Credits |
|---|---|---|
| IE 434 | Deep Learning: Mathematics and Applications | 3-4 |
| IE 522 | Statistical Methods in Finance | 4 |
| IE 525 | Stochastic Calculus & Numerical Models in Finance | 2 |
| IE 529 | Stats of Big Data & Clustering | 4 |
| IE 531 | Algorithms for Data Analytics | 4 |
| IE 532 | Analysis of Network Data | 4 |
| IE 533 | Big Graphs and Social Networks | 4 |
| IE 534 | Deep Learning | 4 |
| Total Advanced Analytics Core | 8 credits | |
Advanced Analytics Secondary
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