Graduate Certificate in Architecting AI Systems
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2026064944
S$13,462
About This Course
Design fairer and more ethical AI systems by understanding and applying principles and practices of Explainable and Responsible AI.
Design safer AI systems by identifying security, safety and privacy vulnerabilities, including AI-specific cybersecurity risks, and implementing appropriate risk mitigation
Architect robust, highly available, reusable, maintainable and extensible AI systems by applying Agentic AI design patterns and advanced software engineering architecture and design techniques for integrating intelligent components.
Engineer and automate MLSecOps and LLMSecOps pipelines to enable the continuous delivery and deployment of AI systems.
What You'll Learn
In this graduate certificate, participants will learn to apply essential practices in Explainable and Responsible AI, AI-specific cybersecurity, Agentic AI design patterns, advanced software architecture skills, and MLSecOps/LLMSecOps to design, architect, implement and deploy AI systems that are robust, highly available, reusable, maintainable, and extensible, along with the development of relevant project artifacts.
Entry Requirements
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Course Details
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