AI Foundations for Product Innovation Graduate Certificate
A 4-course online program in AI and Machine Learning designed for working professionals
AI Foundations for Product Innovation Graduate Certificate
A 4-course online program in AI and Machine Learning designed for working professionals
4 Online Courses in AI & Machine Learning
Designed by Duke for working professionals with technical or scientific backgrounds.
Earn this Duke standalone, non-degree program in just 15 months by completing:
- A Python and data science math pre-program boot camp
- 4 technical courses
Learn Online — Pay Per Course
Applicants should have:
- An undergraduate degree in science or engineering, or equivalent technical work experience
- Two (2) semesters of calculus
Prepare for a Master’s in AI
Students who complete this certificate can apply to earn Duke’s AI for Product Innovation Master of Engineering degree.
For details, please see our academic bulletin.
Courses
| Semester | Course Title |
|---|---|
| Summer, Pre-Program | Python & Data Science Math Boot Camp |
| Fall 1 | AIPI 510 Sourcing Data for Analytics |
| Spring 1 | AIPI 520 Modeling Process & Algorithms |
| Summer 1 | AIPI 540 Building Products Using Deep Learning |
| Fall 2 | AIPI Technical Elective |
Important Notes
Not Eligible for VA Benefits or Federal Student Aid
This standalone online certificate program is not yet eligible for VA benefits or federal student aid.
For International Applicants
This standalone online certificate program does not qualify students for U.S. visa sponsorship.