AIPI 549
Capstone Practicum 1
Pramod Singh
Description from DukeHub
First of two courses comprising the AIPI capstone practicum project experience. Students will work in teams on a real-world AI-related project for an industry sponsor. Students will conduct the end-to-end research, definition, design, prototyping and evaluation of an AI model integrated into a new or existing product or system. Prerequisite: AIPI 510 and 520, and enrollment in the Master of Engineering in Artificial Intelligence for Product Innovation.
Skills
- programmingdepartment: AIPI
- ai and machine learningdescription: "ai" and 2 more
- designdescription: "design" and 1 more
- fieldworktitle: "practicum"
- research methodsAI review: "Students will conduct the end-to-end research"
AI-resilient: 2 of 5
- No: Physical, lab or field work
- Yes: Live work with people · "teams"
- No: Judgment someone is accountable for
- No: A craft you practice with your hands or body
- Yes: Small, in-person format · title: "practicum"
The checks lean on Microsoft Research, Working with AI (2025), which found generative AI applies least to physical work and hands-on work with people. A signal, not a promise. How the score works
More in AIPI
- Introductory Residency AIPI 504
- Mid-Program Residency AIPI 505
- Optimization in Practice AIPI 530
- Deep Learning Applications AIPI 540
- Reinforcement Learning AIPI 590-01
- Applied Computer Vision AIPI 590-03