Introduction
Deloitte Insight’s State of the Artificial Intelligence in Enterprise 2022 report found that 94% of business leaders polled said Artificial Intelligence (AI) is critical to their success but 50% cited managing AI-related risks as one of their top concerns. This basic course introduces AI Ethics and Governance (AIE&G) issues relevant to the many industries that exploit AI solutions. These issues include internal governance structures, level of human involvement in AI decision making, operations management, stakeholder interaction and communication, etc It gives an overview of the Singapore Computer Society’s comprehensive AIE&G Body of Knowledge 1.0 (BoK) document and proposes an AI Governance Framework for organisations that is built on the understanding of well-established guidelines for Responsible AI, best practices in adapting an organisation and the use of tools that can help manage and mitigate AI-related risks. At the end of this course, learners will be able to put into practice appropriate AI governance considerations and processes in designing and deploying AI solutions.
- Graduate Certificate in Responsible Artificial Intelligence Practices
- Certificate in AI Ethics and Governance
Register on this page if you intend to take this course only. If you intend to take the Certificate in AI Ethics and Governance, please register here.
Course Availability
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Date(s): 22 Mar 2025 to 12 Apr 2025
Time: Synchronous E-Learning every Saturday (9.30 – 11.30 a.m.); Live E-consultation every Wednesday (7.30 – 9.00 p.m.)
Venue: Synchronous and Asynchronous E-Learning
Registration is closed.
Objectives
At the end of the course, learners will be able to:
- Describe what is AI ethics and relate it to ethical governance issues proposed in published international and Singapore guidelines such as the EU Trustworthy AI and PDPC’s Model AI Governance Framework.
- Explain the objectives of the AIE&G BoK and how good AI governance can be achieved by addressing issues such as internal governance, human-centricity, operation management and stakeholder communications.
- Describe how organisations can be adapted to pro-actively manage the different ethical risks of a proposed AI solution over its entire AI lifecycle.
- Perform AI-related risk management using the Risk Impact Matrix.
Assessment
To meet the requirement of SkillsFuture Singapore, assessment(s) will be conducted during every course. The assessment(s) include:
- Quiz
- Assignment
Who should attend
Fees and Funding
Standard Course Fee: S$4,360
SSG Funding Support | Course fee | Course fee payable after SSG funding, if eligible under various schemes | |
BEFORE funding & GST | AFTER funding & 9% GST | ||
Singapore Citizens (SCs) and Permanent Residents (PRs) (Up to 70% funding) | S$4,000 | S$1,308.00 | |
Enhanced Training Support for SMEs (ETSS) | S$508.00 | ||
SCs aged ≥ 40 years old | |||
- Standard course fee is inclusive of GST.
- NTU/NIE alumni may utilise their $1,600 Alumni Course Credits. Click here for more information.
Trainers
Assoc Prof Goh Wooi Boon
Prof Guan Cuntai
Recommended Add-Ons
| Course Code | Course Title | |
|---|---|---|
| CET946 | Responsible Generative AI and Applications | 3AU |
| CET949 | Addressing Issues in Generative AI System Design and Deployment | 2AU |
| CET947 | AI Ethics and Governance Fundamentals | 2AU |
| CET948 | Addressing Issues in AI Ethics and Governance | 3AU |
Listed courses are:
- Credit-bearing and stackable to Graduate Certificate in Responsible Artificial Intelligence Practices. Graduate Certificate will be awarded to learners upon successful completion of at least 6 AUs, with a minimum Grade Point of 2.5 (which is equivalent to a letter grade of C+) achieved for each course.
- CET946 and CET949 are part of the Certificate in Responsible Generative AI Governance
- CET947 and CET948 are part of the Certificate in AI Ethics and Governance
- SSG funded and SkillsFuture Credit approved.
