D: Data Analytics Electives
| Course | Credits | Prerequisites | Spring | Fall | Last Offered |
|---|---|---|---|---|---|
| CS 5320: Introduction to Database Systems | 3 | CS 2110 or CS 2800. | ✔ | 2024 Fall | |
| CS 5700: Foundations of Artificial Intelligence | 3 | ✔ | 2024 Fall | ||
| CS 5740: Natural Language Processing | 4 | ✔ | 2024 Spring | ||
| ECE 5250: Digital Signal Processing and Statistical Inference | 4 | MATH 1920 and MATH 2940, ECE 3100 or equivalent course that satisfies ECE probability requirements, ECE 2720 and ECE 3250 or equivalent courses. | ✔ | 2024 Fall | |
| INFO 5100: Visual Data Analytics for the Web | 3 | ✔ | 2024 Fall | ||
| INFO 5556: Business Intelligence Systems | 4 | ✔ | 2024 Fall | ||
| NBA 6200: Marketing Research | 3 | ✔ | 2024 Spring | ||
| NBA 6390: Data Driven Marketing | 1.5 | ✔ | 2024 Fall | ||
| ORIE 5160: Topics in Data Science and OR | 3 | ✔ | ✔ | 2024 Spring | |
| ORIE 5270: Big Data Technologies | 2 | ✔ | 2024 Spring | ||
| ORIE 5570: Reinforcement Learning with Operations Research Applications | 3 | ✔ | 2024 Fall | ||
| ORIE 5580: Simulation Modeling and Analysis | 4 | ORIE 3500 or equivalent, CS 2110/ENGRD 2110. For students with insufficient background in probability, ORIE 3500 must be taken in parallel. | ✔ | 2024 Fall | |
| ORIE 5581: Monte Carlo Simulation | 2 | Prerequisite: ORIE 3500 or equivalent, CS 2110/ENGRD 2110. For students with insufficient background in probability, ORIE 3500 must be taken in parallel. | ✔ | 2024 Fall | |
| STSCI 5045: Python Programming and its Applications in Statistics | 4 | STSCI 5060 (or basic SQL programming skill), and one intro statistics course. | ✔ | 2024 Fall | |
| STSCI 5065: Big Data Management and Analysis | 3 | ✔ | 2024 Spring | ||
| STSCI 5100: Statistical Sampling | 4 | STSCI 2150 or STSCI 2200/BTRY 3010 or equivalent, STSCI 3200/BTRY 3020 or BTRY 6020. | ✔ | 2024 Fall | |
| STSCI 5160: Categorical Data | 3 | BTRY 3020, BTRY 6020, or equivalent with BTRY 3080 or MATH 4710 also highly recommended. | ✔ | 2024 Fall | |
| STSCI 5520: Statistical Computing | 4 | ✔ | 2024 Spring |