Duke University
Online Graduate Certificate in AI Foundations for Product Innovation
How this program compares
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Admission Snapshot
Typical admitted student: A bachelor's degree in a related field such as computer science, engineering, business, or design is required, along with a minimum GPA of 3.0 and relevant professional experience in product development or technology. Prerequisites may include basic programming knowledge and introductory data science coursework.
About This Program
This non-coding online program provides a foundational understanding of machine learning and artificial intelligence for professionals seeking to lead AI projects and develop human-centered products.
Career Outcomes
Gain machine learning skills to advance as Product Analyst in Business AI
- 1. AI Product Manager
- 2. Product Innovation Strategist
- 3. AI Business Analyst
- 4. Technical Product Owner
What You'll Learn
- Apply AI foundations to identify product innovation opportunities.
- Develop AI-driven strategies for business growth and product enhancement.
- Design ethical AI integrations for user-centered products.
- Evaluate AI technologies for ROI in product development.
Curriculum Highlights
The three-course specialization covers machine learning intuition, project management for AI efforts, and human-centered design practices, featuring hands-on projects and industry best practices.
Top Employers
Top employers include tech companies like Google, Amazon, Microsoft, and innovative firms such as startups in AI-driven product development.
Admissions
A bachelor's degree in a related field such as computer science, engineering, business, or design is required, along with a minimum GPA of 3.0 and relevant professional experience in product development or technology. Prerequisites may include basic programming knowledge and introductory data science coursework.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: 2–3
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Not Required
- TOEFL/IELTS: Required for international students (TOEFL 80+ / IELTS 6.5+)
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