Role of Ethics in Artificial Intelligence

Dates: 18 Mar, 19 Mar 2024 | 9am-5.30pm | Classroom Learning

Duration: 2 Days

Course Overview

The course will offer candidates an introduction to Artificial Intelligence (AI), the ethics of AI, the need for AI governance in corporate or government policies, case studies and use cases, and the work being done in this space by Singapore and international regulatory bodies. The premise: As the global conversation around ethical AI matures, there has emerged a distinct trend. There are a set of ethical values that are tightly coupled with the probabilistic nature of AI models and the impact of autonomous or augmented decision-making on humans. Thus, fairness, explainability, transparency and stakeholder communications form a core, standard set of ethical values with especial relevance for AI. This course will address all these issues.

This course is part of Professional Certificate in Artificial Intelligence and Machine Learning Foundation for Executives.

Course Objectives

This course will achieve the following objectives:

  • Provide a set of current and evolving definitions of the different types of AI, Machine Learning, Deep Learning, Bias, etc.
  • Determine the need for strong ethics and governance in AI.
  • Develop efficient internal corporate governance structures and measures for AI development and deployment.
  • Determine the level of human involvement in AI-augmented decision-making.
  • Identify the operational issues of AI governance and management.
  • Identify stakeholder interaction and communications.

Who Should Attend

Data/AI Scientists, Heads of AI Deployment, CDPO


  • At least a polytechnic diploma.

  • Working in IT-related position

  • Ideally have managerial roles

Course Convener

(Click photo to view biography)

eeeee Raju Chellam

Mr Raju ChellamMr Raju Chellam

Course Fees

Singapore Citizens
39 years old or younger
40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants

Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes 

GST shall apply at prevailing rates

Participants must fulfill at least 75% attendance and pass all assessment components to be eligible for SSG funding.

To enquire, email

To register, click Register

Course Codes
TGS-2022012321 (Classroom Learning)
TGS-2022012323 (Synchronous e-learning)

Course Fee Breakdown

Singapore Citizens

Singapore Citizens

39 years old or younger

Singapore Citizen

40 years old or older
Singapore PRs
Enhanced Training Support for SMEs
International Participants