Program preview
Grow from prototype builder to enterprise AI leader.
Cross-Functional AI Specialist
An advanced, project-driven program for leading production AI decisions across engineering, product, platform, security, governance, and operations.
What this course is about
A practical path from understanding to application.
This advanced professional program helps experienced data scientists and AI engineers progress toward Staff AI Scientist, AI Architect, and cross-functional technical lead roles. Learners build one evolving enterprise AI platform while producing tested implementations, architecture decisions, evaluation evidence, operating artifacts, and defensible technical strategy.
Covered material
What learners will work through.
- Production AI development in Python and dependable service boundaries
- Cloud and distributed AI systems, failure models, and architecture decisions
- Enterprise identity, delegated agent authorization, and security-aware design
- Production RAG, secure ingestion and retrieval, and retrieval evaluation
- Agentic architecture, model gateways, inference economics, observability, and reliability
- Evaluation, security, DevOps, solution strategy, operating models, and technical leadership
Who it is for
Meet learners where they are.
Experienced data scientists, machine learning engineers, AI engineers, architects, and technical leads preparing to own production systems and influence decisions across organizational boundaries.
Adapt this course
Bring the material to your organization.
We can adapt the level, examples, exercises, and pace for executives, non-technical groups, technical teams, or mixed audiences. Sessions combine theory with practical and coding work where it fits, led by educators who meet with your group.
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Workforce adoption & capability
Connect open learning with the strategy, delivery, and adoption support around it.