Advanced Analytics in Industrial & Enterprise Systems Engineering Concentration
for the concentration of 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.
for the concentration of Advanced Analytics in Industrial & Enterprise Systems Engineering (on campus & online)
The Advanced Analytics in Industrial & Enterprise Engineering Concentration is available and all 12 hours count towards completion of:
| Code | Title | Hours |
|---|---|---|
| Advanced Analytics Core: | 8 | |
| Deep Learning: Mathematics and Applications (Deep Learning: Mathematics and Applications) | ||
| Statistical Methods in Finance | ||
| Stochastic Calculus & Numerical Models in Finance | ||
| Stats of Big Data & Clustering | ||
| Algorithms for Data Analytics | ||
| Analysis of Network Data | ||
| Big Graphs and Social Networks | ||
| Deep Learning | ||
| Take an additional core course from above, or select one from list below | 4 | |
Advanced Analytics Secondary: | ||
| Design & Anlys of Experiments | ||
| Advanced Topics in Stochastic Processes & Applications | ||
| Optimization of Large Systems | ||
| Applied Nonlinear Programming | ||
| Integer Programming | ||
| Optimization Methods for Large-Scale, Network-Based Systems | ||
| Convex Optimization | ||
| Financial Computing | ||
| Data-Based Systems Modeling | ||
| Total Hours | 12 | |
Other Requirements
| Requirement | Description |
|---|---|
| Students to earn a B or better in each concentration course. |
for the concentration of Advanced Analytics in Industrial & Enterprise Systems Engineering (on campus & online)
Department of Industrial & Enterprise Systems Engineering
Department Head: Jeff Shamma
Associate Head of Graduate Studies: Ramavarapu S Sreenivas
Department of Industrial & Enterprise Systems Engineering website
Department of Industrial & Enterprise Systems Engineering faculty
Program website
117 Transportation Building, 104 S Mathews Ave, Urbana, IL 61801
(217) 333-2730
Department of Industrial & Enterprise Systems Engineering email
Grainger College of Engineering
Grainger College of Engineering website
Admissions
Department of Industrial & Enterprise Systems Engineering Overview of Admissions & Requirements
Graduate College Admissions & Requirements