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-Course Online Program in AI and Machine Learning

Those who have knowledge of AI and machine learning have an advantage. Earn this Duke standalone, credit-bearing, non-degree offering in 15 months by completing:

Learn online and pay tuition per course, without the commitment of a traditional degree program.

Extensive programming experience is not required, but the following are recommended:

  • An undergraduate degree in science or engineering (or equivalent technical work experience);
  • A minimum of one (1) semester of programming (any language);
  • Two (2) semesters of calculus

Students who enroll and complete the certificate will have the option to subsequently apply for the online Duke AI Master of Engineering degree (details below).

Courses

SemesterCourse Titles
Summer (Pre-Program)Python & Data Science Math Boot Camp
Fall 1AIPI 510: Sourcing Data for Analytics
Spring 1AIPI 520: Modeling Process & Algorithms
Summer 1AIPI 540: Building Products Using Deep Learning
Fall 2Departmental Technical Elective

Certificate Program Details

Applying the Certificate to the Master of Engineering

Students who enroll and successfully complete the certificate requirements will have the option to subsequently apply for the online Duke AI for Product Innovation Master of Engineering within four years, and use their certificate courses (12.0 course credits) toward the degree (30.0 course credits), as long as they earn a grade of B or better in each class.

Certificate holders who apply to the online Duke AI for Product Innovation Master of Engineering program will additionally be required to provide GRE scores (if required at time of application). GRE scores are optional for the 2023-24 admissions cycle.

Applicants who are accepted will then need to complete the remaining requirements for the degree: typically, four electives, two Master of Engineering management core courses, and the required on-campus residencies in Durham, NC.

This is not an offer of preferential admission, and there is no guarantee of admission. See our academic policy bulletin for the most current details.

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. Please check back for updates.

Important Note for International Applicants

Please Note: This standalone online certificate program does NOT qualify students for U.S. visa sponsorship.

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