Architect AI Systems: From Concept to Code

Coursera MOOC / Non-credit USD 49
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Architect AI Systems: From Concept to Code

About this course

This course helps you design AI system architectures using SysML and MBSE. You’ll model how requirements connect to components, how data flows across the system, and how retraining cycles are triggered. Through videos, readings, hands-on modeling, and a coding lab, you will build requirement diagrams, block structures, and a programmatically generated sequence diagram using Python. By the end, you’ll be able to translate AI concepts into architecture artifacts that teams can code against—supporting reliability, provenance, and auditability.

What you'll learn

  • design AI system architectures
  • model requirements and components
  • illustrate data flow in AI systems
  • create requirement diagrams
  • develop block structures
  • generate sequence diagrams programmatically using Python

Skills you'll gain

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