NUS
 
ISS
 
NUS ISS

Graduate Certificate in Architecting AI Systems



Overview

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.


Key Takeaways

  • 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.

Reference No:-
Duration:28 days
Level:Intermediate
Area:Architecting AI Systems
This graduate certificate is a part of the Stackable Graduate Certificate Programme in Artificial Intelligence and Stackable Graduate Certificate Programme in Smart Systems & Platforms.

Modular Courses

Practice Module Application
For Stackable students who want to apply for the Practice Module of the Graduate Certificate in Architecting AI Systems, please click the button below to find out more details.
Apply Here

Fees & Subsidies

Graduate Certificate in Architecting AI SystemsSingapore Citizens
Permanent Residents
International/Others
Architecting IoT SolutionsS$3,600S$3,600S$3,600
Designing Intelligent Edge ComputingS$3,600S$3,600S$3,600
Humanizing Smart SystemsS$3,600S$3,600S$3,600
SubtotalS$10,800S$10,800S$10,800
NUS-ISS SubsidyS$4,320S$2,160-
Nett feesS$6,480S$8,640S$10,800
9% GST on nett course feeS$583.20S$777.60S$972
Total nett fee payable, inclusive of GSTS$7,063.20S$9,417.60S$11,772

Note:
1. The Graduate Certificate (Grad Cert) fees above are valid from 1 July 2022 to 30 June 2025. NUS-ISS reserves the right to amend the fees without notice.
2. The subsidy applies on the start date of the first course of the Grad Cert. Full payment must be made for all courses under the Grad Cert before the start of the first course.
3. Participants who enrol for the entire Grad Cert must join the timetable for the through-train MTech programme. Participants who wish to have a more flexible timetable may opt to take the same courses under NUS-ISS Executive Education but will not be entitled to Grad Cert subsidies.
4. NUS-ISS subsidies are only for eligible self-paying participants. 
5. The subsidy will be pro-rated by the courses taken in the Grad Cert. If a participant is given a waiver for a component course, the subsidy will be reduced in proportion.
6. Participants who have previously taken a course, whether in part or in full, but have not received a waiver for the course will not receive subsidy for subsequent attendance of the modular course. The overall subsidy for the Grad Cert will be reduced in proportion.
7. There is no subsidy for the Grad Cert Practice Module.

 Full Fee
Practice Module (10 Man Days)S$200
9% GST on nett courseS$18
Total fee payableS$218

Instructors






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