Current AI-related courses at USF, including courses with AI theme or AI content (from 2023-24 Catalog - artificial intelligence, machine learning, data mining)
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| Level | Course name | Credit hours | Content type | Online option | Department/School |
|---|---|---|---|---|---|
| Graduate | CAI 5107 Machine Learning | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 5625 Introduction to Artificial Intelligence | 3 | Foundational | Yes | Computer Science and Engineering |
| Graduate | CAP 5627 Affective Computing | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAI 5771 Data Mining | 3 | Foundational | Yes | Computer Science and Engineering |
| Graduate | CAI 5133 Social Media Mining | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 6415 Computer Vision | 3 | Foundational | Yes | Computer Science and Engineering |
| Graduate | CAP 6455 Advanced Robotic Systems | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAI 5205 Deep Learning | 3 | Foundational | Yes | Computer Science and Engineering |
| Graduate | CAP 6632 Automated Reasoning and Theorem Proving | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 6638 Geometric/Statistical Pattern Recognition Techniques | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 6640 Natural Language Processing | 3 | Foundational | Yes | Computer Science and Engineering |
| Undergraduate | CAI 4002 Introduction to Artificial Intelligence | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAI 4841 Computer Vision | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | EEE 6777 Data Analytics | 3 | Foundational | No | Electrical Engineering |
| Graduate | EEL 6029 Statistical Inference | 3 | Foundational | No | Electrical Engineering |
| Graduate | EEL 6789 Deep Learning | 3 | Foundational | No | Electrical Engineering |
| Graduate | ESI 6612 Statistical Foundations of Data Intelligence | 3 | Foundational | No | Industrial and Management Systems Engineering |
| Graduate | ESI 6635 Advanced Analytics I | 3 | Foundational | No | Industrial and Management Systems Engineering |
| Graduate | STA 6703 Statistical Learning Theory and Applications | 3 | Foundational | No | Mathematics and Statistics |
| Graduate | HIM 6655 Healthcare Data Mining and Predictive Analytics | 3 | Appllication: Medicine | No | Medical Sciences |
| Graduate | CAP 5745 Interactive Data Visualization | 3 | Application: Visualization | No | Computer Science and Engineering |
| Undergraduate | CAP 4111 Introduction to Augmented and Virtual Reality | 3 | Application: Visualization | No | Computer Science and Engineering |
| Graduate | CAP 6672 Robot Intelligence and Computer Vision | 3 | Application: Robotics | No | Computer Science and Engineering |
| Graduate | CDA 6626 Autonomous Mobile Robots | 3 | Application: Robotics | No | Computer Science and Engineering |
| Graduate | EEL 6668 Robotics and AI | 3 | Application: Robotics | No | Electrical Engineering |
| Graduate | EML 6801 Robotic Systems | 3 | Application: Robotics | No | Mechanical Engineering |
| Undergraduate | LIS 4805 Predictive Analytics | 3 | Application: Library | No | School of Information |
| Undergraduate | LIS 4761 Introduction to Data & Text Mining | 3 | Application: Library | No | School of Information |
| Graduate | ESI 6684 Decision Making with Deep Reinforcement Learning | 3 | Application: Industrial | No | Industrial and Management Systems Engineering |
| Undergraduate | CDA 4323 Practical Hardware Security | 3 | Application: Hardware | No | Computer Science and Engineering |
| Graduate | PHC 7735 Introduction to Biocomputing | 3 | Application: Genomics | No | Public Health |
| Graduate | PHC 7736 Applied Computational Genomics | 3 | Application: Genomics | No | Public Health |
| Graduate | FIN 6775 Programming for FinTech | 3 | Application: Finance | No | Business and Finance |
| Graduate | FIN 6778 Quantitative Analytics for FinTech | 3 | Application: Finance | No | Business and Finance |
| Undergraduate | EEE 4774 Data Analytics | 3 | Application: Electrical | No | Electrical Engineering |
| Graduate | EME 6936 Applications of Computers as Educational Tools | 3 | Application: Education | No | Educational and Psychological Studies |
| Graduate | EEE 6875 AI and Security in Cyber Physical Systems | 3 | Application: Cybersecurity | No | Electrical Engineering |
| Graduate | ESI 6683 Cyber Security Analytics | 3 | Application: Cybersecurity | No | Electrical Engineering |
| Undergraduate | EEL 4872 AI and Security in Cyber Physical Systems | 3 | Application: Cybersecurity | No | Electrical Engineering |
| Graduate | ISM 6251 Data Science Programming | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 6336 Business Analysis | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 6564 Text Analytics | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 7568 Deep Learning for Business Analytics | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 6136 Data Mining | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 6137 Statistical Data Mining | 3 | Application: Business | No | Information Systems and Management |
| Graduate | ISM 6208 Data Warehousing | 3 | Application: Business | No | Information Systems and Management |
| Undergraduate | ISM 4543 Applied Data Science | 3 | Application: Business | No | Information Systems and Management |
| Undergraduate | ISM 4641 Python for Business Analytics | 3 | Application: Business | No | Information Systems and Management |
| Undergraduate | ISM 4541 Data Mining and Predictive Analytics | 3 | Application: Business | No | Information Systems and Management |
| Undergraduate | BME 4423 Connectomics | 3 | Application: Biology | No | Medical Engineering |
| Graduate | ADV 5315 Interactive Advertising | 3 | Application: Advertising | No | Advertising and Mass Communications |
| Undergraduate | CAI 4842 Image Processing Fundamentals | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAI 5005 Neural Networks | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAP 4160 Brain-Computer Interfaces | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 6109 Brain-Computer Interfaces | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAP 4628 Affective Computing | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAP 4641 Natural Language Processing | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAP 4662 Introduction to Robotics | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CAP 4773 Social Media Mining | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CAP 5400 Digital Image Processing | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CDA 4621 Control of Mobile Robots | 3 | Application: Robotics | No | Computer Science and Engineering |
| Undergraduate | CIS 4930 Hardware Accelerators for ML | 3 | Application: Hardware | No | Computer Science and Engineering |
| Graduate | CIS 6930 Hardware Accelerators for ML | 3 | Application: Hardware | No | Computer Science and Engineering |
| Undergraduate | CIS 4930 Comp Methods for Imaging | 3 | Foundational | No | Computer Science and Engineering |
| Graduate | CIS 6930 Comp Methods for Imaging | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | CIS 4930 Smart & Connected Health | 3 | Appllication: Health | No | Computer Science and Engineering |
| Graduate | CIS 6930 Smart & Connected Health | 3 | Appllication: Health | No | Computer Science and Engineering |
| Undergraduate | COT 4210 Automata Theory and Formal Languages | 3 | Foundational | No | Computer Science and Engineering |
| Undergraduate | COP 4931 Cybersecurity Biometrics | 3 | Application: Cybersecurity | No | Computer Science and Engineering |