Scholars@Duke
Brinnae Bent

Brinnae Bent

Executive in Residence in the Engineering Graduate and Professional Programs
Engineering Graduate and Professional Programs

Recent Courses

AIPI 510: Sourcing Data for Analytics
Fall 2025, Fall 2024
AIPI 540: Deep Learning Applications
Summer 2026, Spring 2026, Summer 2025, Spring 2025, Summer 2024, Spring 2024
AIPI 590: Advanced Topics in AI for Product Innovation
Spring 2026, Spring 2025, Fall 2025, Fall 2024
AIPI 591: Special Readings in AI for Product Innovation
Spring 2026, Spring 2025, Fall 2025
CYBERSEC 590: Advanced Topics in Cybersecurity
Fall 2025
EGR 393: Research Projects in Engineering
Spring 2026
GS 990: Duke Graduate Academy
Summer 2026
IDS 793: Independent Study
Spring 2025
ISS 395T: Bass Connections Information, Society & Culture Research Team
Fall 2025
ISS 396T: Bass Connections Information, Society & Culture Research Team
Spring 2026
ISS 795T: Bass Connections Information, Society & Culture Research Team
Fall 2025
ISS 796T: Bass Connections Information, Society & Culture Research Team
Spring 2026

Teaching Summary

Current Courses

- Introduction to Modern Reinforcement Learning (Spring 2026)

 

- Emerging Trends in Explainable AI (XAI) (Fall 2024, Spring 2025, Fall 2025)

 

- Data Sourcing for Analytics (Fall 2024, Fall 2025)

 

- Deep Learning Applications (Spring 2024, Summer 2024, Spring 2025, Summer 2025, Spring 2026)

 

- Offensive and Defensive Uses of AI (co-teach Fall 2025)

 

- AI Entrepreneurship (co-teach Spring 2025)

 

Executive Education

- Duke University Cybersecurity and AI Executive Certificate (Summer 2025)

 

Distributed Courses

- Developing Explainable AI Systems, Coursera

 

- Interpretable Machine Learning, Coursera

 

- Explainable Machine Learning, Coursera