Professional Certificate in Artificial Intelligence Ethics & Governance in Action

• Introduction to Artificial Intelligence
• The Renaissance of AI
• AI and its applications
• What is AI and Ethics?
• Why is Ethics in AI relevant?
• Singapore’s AI Journey
• RIE2020 $500m AI Fund

• AI Model Framework Version 1, WEF@Davos 2019
• Model Framework Version 2, WEF@Davos 2020
• Scope of the AI Governance Framework
• Out-of-Scope

• Definitions – what is AI and Artificial Intelligence ethics governance?
• Why now and why me?
• Benefits – what is in it for me?
• Some risks in trying to be ethical
• Case Study: Chatbot Luda controversy leave questions over AI ethics, data collection
• AI ethical guidelines and principles
• Convergence of AI ethical principles

• AI E&G Body of Knowledge (BoK)
• Definitions & Need for a BoK
• High Level Guiding Principles
• BOK Main Sections: Internal Governance, Human Centricity, Operations Management, Stakeholder Communication
• Assumptions
• PDPC Governance Framework
• Use Case Study

• Moral Culture
• Setting Up Internal Structures
• Roles and Responsibilities
• Scenario Analysis
• AI Ethics Training and Awareness

• What is Data Governance
• Data Management vs Data Governance
• Data Governance Framework
• Ethics in Data Governance, Collection and Processing

• Managing and Addressing Risk
• When can AI-automated decision-making be justified and how much human involvement should be in the decision-making process.
• Risk impact matrix and mitigation
• Risk assessment of AI lifecycle from Design, Development, Deployment to Post Deployment
• Case studies of risks associated with the use of AI systems.

• Best practices for responsible AI
• Examples of companies embracing responsible AI
• The Challenge Ahead
• Concluding Remarks
• Assessment (MCQ)

Artificial Intelligence (AI) Ethics refers to the set of principles and moral guidelines that govern the development, deployment, and use of AI technologies. It focuses on ensuring that AI systems are designed and used in ways that are fair, transparent, accountable, and respectful of human rights. AI ethics addresses issues such as bias in algorithms, data privacy, decision-making accountability, and the societal impact of automation. As AI becomes increasingly integrated into everyday life and business processes, ethical considerations are essential to building trust, safeguarding users, and ensuring that technology benefits society.

Yes, up to 70% funding support is available from The Institute of Banking & Finance (IBF) for our IBF-accredited programmes:

The IBF Standards Training Scheme ("IBF-STS") offers funding for training and assessment programmes accredited under the Skills Framework for Financial Services.

Yes. For self-sponsored Singaporeans aged 25 years old and above, you can use your SkillsFuture Credit to offset the remaining course fees after IBF funding.

To check your SkillsFuture credit balance, please follow these steps:

1. Go to https://myskillsfuture.gov.sg
2. Click on ‘Submit SkillsFuture Credit Claims’
3. Login with your SingPass
4. Click on the arrow (>) at the top right hand corner. You will be able to see a drop-down list of your Available SkillsFuture Credits.

After you have registered for a course, an Aventis representative will reach out to guide you with the SkillsFuture Credits

Yes, all our courses are eligible for Union Training Assistance Programme (UTAP) Funding. NTUC Union members can use UTAP to offset 50% of unfunded course fees (capped at $500 per year).

This claim must be done after completion of the course. Please refer to the UTAP FAQ for more information.

Yes, both can be utilized concurrently. UTAP claims are processed after SkillsFuture Credits have been applied.

Illustrative Example:

• Total Course Fee: $1,000
• IBF Subsidy (70%): $700
• Remaining Fee: $300
• SkillsFuture Credit Applied: $200
• Out-of-Pocket Expense: $100
• UTAP Reimbursement (50% of $100): $50
• Final Cost After Reimbursements: $50

The IBF funding support works on a nett fee model. This means that the subsidy is applied upfront, and you will only need to pay the balance course fees after the subsidy. For example, if you are eligible for 70% subsidy, you only need to pay the remaining 30% upfront.

To be eligible, you’ll have to meet the following prerequisites.

For Self-Sponsored:

All Singaporeans or Singapore Permanent Residents (PRs) that are physically based in Singapore and successfully complete the course will be eligible.

• Be a Singaporean Citizen or PR based in Singapore
• Minimum of 75% attendance (this means that you must attend at least 6 out of 7 lessons)
• Pass the final assessment

Any balance course fees can be offset using your SkillsFuture Credits & NTUC UTAP funding.

For Company-Sponsored:

A laptop is required for this course. No special software or other hardware is required for this course participation.

Upon successful completion of this IBF-accredited course, you'll receive a Professional Certificate in Artificial Intelligence Ethics & Governance in Action to showcase your knowledge and expertise in this field.

Our programmes are highly respected by leading companies, who actively shape our curriculum and utilize our courses for employee training.