CET798 AI Ethics Governance Framework for Organisations

Course Provider

College of Computing and Data Science (CCDS)



Academic Unit



Organisations that develop or deploy AI solutions should include AI ethics in their corporate governance frameworks. They need to setup internal AI governance processes and procedures that align with the corporate mission & values; they should understand the risks involved in AI system deployment and implement policies and procedures for risk management.

This course is part of:

- Graduate Certificate in Artificial Intelligence and AI Ethics
- FlexiMasters  in Artificial Intelligence and AI Ethics

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By the end of the course, learners are able to:

1. Understand the AI ethics governance framework for organisations;

2. Be able to describe the different approaches for governing AI, assigning responsibilities, and training workers, in order to raise and redress ethical concerns effectively and;

3. Know concepts of risks related to deploying AI/ML systems and processes for risk management.

This course focuses on:

- the methodology to set up internal governance structures, policies, and procedures;
- stakeholders’ roles and responsibilities
- the risks of database/algorithm bias and processes to manage the risks and;
- sector-specific AI governance issues (e.g., finance, healthcare, etc).

For learner who wish to acquire more knowledge in applying ethical AI practices in organizations and, to understand and help societies to solve problems brought about by the impact of AI.

Standard Course Fee: S$1,962


SSG Funding Support


Course fee payable after SSG funding, if eligible under various schemes


Fee BEFORE funding & GST

Fee AFTER funding & 9% GST

Singapore Citizens (SCs) and Permanent Residents (PRs) (Up to 70% funding)



Enhanced Training Support for SMEs (ETSS)


SCs aged ≥ 40 years old
SkillsFuture Mid-career Enhanced Subsidy (MCES)
(Up to 90% funding)

• NTU/NIE alumni may utilise their $1,600 Alumni Course Credits. Click here for more information.

    Read more about funding

    CET787 Foundations of Computation Thinking and Programming 1
    CET788 AI 1:AI Foundation1
    CET789 AI 2: Reinforcement Learning1
    CET790 AI 3: Computational Game Theory1
    CET791 ML1: Supervised learning: Bayesian decision theory and classifiers1
    CET792 ML2: Supervised learning: Non-probabilistic classifiers1
    CET793 ML3: Unsupervised learning1
    CET794 AI Ethics 1: Foundations of AI Ethics1
    CET795 AI Ethics 2: AI Ethic Standardization1
    CET807 Application 2: Introduction to Computer Vision1
    CET797 Body of Knowledge (BoK) for AI Ethics and Governance1
    CET799 Business Liability and Ethics in AI Usage1
    CET800 AI Ethics 3: Ethics in Data Processing1
    CET801 Governance for AI Explainability1


    Listed courses are:

    • Credit-bearing and stackable to Graduate Certificate in Artificial Intelligence and AI Ethics and FlexiMasters in Artificial Intelligence.
    • SSG funded and SkillsFuture Credit approved.