University of South Florida College of Engineering 16 courses 16 total credits
College of Engineering (EN) Departments: • Industrial and Management Systems Engineering • Computer Science and Engineering Major Contacts, Deadlines, and Delivery Information This major shares a core with the Industrial Engineering, M.S.I.E. This is a self-supporting program. A cost comparison of tuition and fees can be found here. Please note: With the exception of the Department of Children and Family (DCF) waivers, all other waivers (including State of Florida and USF employee) are not accepted for Self-Funded/Self-Supporting or Market Rate Tuition program courses. For additional information, visit: USF Tuition Waiver. The Master of Science in Data Intelligence (MSDI) program is designed to provide engineers and scientists in-depth theoretical and practical knowledge needed for extracting intelligence from big data by developing and applying optimization, statistical, and deep and reinforcement learning models. The knowledge areas will include data visualization, data mining, predictive and prescriptive modeling, and machine learning with a specific focus on data-driven decision making for management of engineering and service systems.
| Total Credits | 16 credits |
Shared Core Courses
| Code | Course Title | Credits |
|---|---|---|
| ESI 6410 | Optimization Methods with Applications | 3 |
| ESI 6612 | Statistical Foundations of Data Intelligence | 3 |
| Total Shared Core Courses | 6 credits | |
Additional Required Courses
| Code | Course Title | Credits |
|---|---|---|
| CAI 5135 | Data Mining | 3 |
| ESI 6613 | Applied Data Intelligence | 3 |
| COP 5532 | Data Structures Essentials | 2 |
| Total Additional Required Courses | 8 credits | |
Decision Intelligence Specialization
Complete a minimum of 16 credit hours from the following courses: Other graduate course pre-approved by the MSDI Director.
Computational Intelligence Specialization
Complete a minimum of 16 credit hours from the following courses: Other graduate course pre-approved by the Grad Director.
| Code | Course Title | Credits |
|---|---|---|
| CAI 5845 | Computer Vision | 3 |
| CAI 5205 | Deep Learning | 3 |
| COP 5230 | Object-Oriented Programming Essentials | 2 |
| COT 5407 | Algorithms Essentials | 2 |
| EIN 6145 | Project Management | 3 |
| ESI 6324 | Engineering the Supply Chain | 3 |
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