Certified Digital Product Specialist
AI Product Engineering
Real AI-powered product feature design and ML service integration.
About 36 hours of real coursework
Enroll in this PathwayCertified Digital Product Specialist — AI Product Engineering
Finishing every course is not what earns this credential. You earn it by demonstrating all 2 required competencies through real, assessed evidence, then bringing them together in the Project below — reviewed end to end, not graded on attendance.
Artificial Intelligence and Intelligent Systems
- AI-Powered Product Feature Design
- AI & ML Service Integration for Products
Course Sequence
"Not model-building -- product design and UX for AI features already available via services: designing the interaction, setting expectations, handling failure gracefully, and judging fit."
Included Modules
"How a product engineer actually ships AI: calling third-party/managed AI services, cost and latency trade-offs, testing non-deterministic AI-driven flows, and graceful degradation when the AI service is wrong or unavailable."
Included Modules
Skills Gained
- AI-powered feature design
- ML service integration into products
Professional Competencies
- • AI product design
- • AI/ML service integration
Industry Tools
AI Product Engineering Portfolio Project
Independent specialization capstone -- demonstrates the DPA-AI specialization's own competencies. Earned completely independently of any other DPA-Specialize specialization.
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1
Execute
AI Product Engineering Portfolio Project
Ready to Start?
This program is part of the Digital Product Architect — Specialize Pathway. You'll pick your starting cohort for Certified Digital Product Specialist — AI Product Engineering — the first program in the pathway — on the next step.
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