Data Ethics and AI Governance Frameworks

Who Should Attend?

This course is ideal for:

  • Head of Departments/functions with GRC roles (audit, risk, compliance)
  • Data Protection Officers
  • Compliance Managers or Personnel with data protection responsibilities
  • Also for personnel handling personal data, eg Finance, Human Resource, Sales and Marketing, IT, Customer Service.
Training Partners

LATEST UPDATE
Participants are required to attain a minimum of 75% training attendance and pass the associated assessment in order to be eligible for course fee funding. Click  here  for more information.

NEXT INTAKE INFORMATION
29 – 30 Mar 2027 [Open for Registration]
Mode of Delivery: In-person

*Online registration will close 5 calendar days before the course start date or once the maximum class size is met, whichever comes first.

While big data management and analytical data simulations have served businesses well, data ethics and privacy of such work remain a question. In a world of AI and digital technologies seeping in our business processes, the need for organisations to look at data through an ethical lens and the responsibility in managing large streams of data is no less than vital.

This module, Data Ethics and AI Governance Framework, introduces principles from Singapore’s AI Model Governance Framework and other global AI ethics framework (e.g., OECD AI principles, EU etc), providing insight to data ethics in a changing world. Participants will also learn to formulate their organisation’s code of ethics, establish systems and processes, as well as set legal and ethical requirements for data usage.

Hands-on course for participants (even if there are non-technical) to understand how algorithms and AI learning methodologies work so as to appreciate AI ethical dilemmas

TOPICS COVERED

  • Basics of Business Ethics
  • Data Ethics Framework
  • Understanding Artificial Intelligence
  • AI Ethics & Principles
  • IMDA’s Model AI Governence Framework
  • Hands-on Case Studies

This module is part of the Advanced Certificate in Governance, Risk Management and Data Compliance  programme.

Details

PRE-REQUISITE
Participants should preferably have tertiary qualifications and/or at least 3 years of working experience.

Learning Objectives

At the end of the course, participants will be able to:

  • Evaluate compliance requirements and ethical principles based on AI principles and governance framework
  • Establish procedures to identify and address ethical problems associated with implementation of automation and AI which is changing the face of the global workforce
  • Implement changes according to ethical-legal requirements and draft professional code of conduct and standards codes of practice
  • Maintain an environment conducive for data-driven innovations while upholding ethical data usage
Assessments

As part of the requirement for SkillsFuture Singapore, there will be an assessment conducted at the end of the course. The mode of assessment, which is up to the trainer’s discretion, may be an online quiz, a presentation or based on classroom exercises.

Participants are required to attain a minimum of 75% attendance and pass the associated assessment in order to receive a digital Certificate of Completion issued by Singapore Management University.

For more information on assessment and re-assessment policy, click here.

Certification

Advanced Certificate in Governance, Risk Management and Data Compliance

Participants are required to attain a minimum of 75% attendance and pass the associated assessment for each of the 6 modules within 3 years in order to be awarded the digital Advanced Certificate in Governance, Risk Management and Data Compliance issued by Singapore Management University.

Trainers

Dr Kevin Shepherdson

CEO & Founder,
Straits Interactive

Kevin provides and drives the vision, strategy and innovation of the company’s Data Privacy, GRC (Governance, Risk Management & Compliance), Data Governance and Gen AI offerings that build upon the foundation of enabling trusted businesses and responsible marketing. He has also attained his Doctorate of Business Administration (DBA) specialising in Generative AI from Golden Gate University. Previously, Kevin had a successful career riding on market and tech trends with leading MNCs in multimedia (Creative), Internet/Java (Sun) and Database/Cloud technology (Oracle). He is also the author of the books “99 Privacy Breaches to Beware of”, “The AI Factory” and “AI Ethical Breaches to Be Aware Of”. In 2021, Kevin was awarded the SkillsFuture Fellowship in recognition of his commitment to lifelong learning and skills mastery.

Dr Celine Chew

Head of Learning & Development,
Straits Interactive

As a Certified Information Privacy Manager (CIPM), Celine provides insights into the behavioural change and learning required for teams to embrace change initiatives. She offers comprehensive training for Data Protection Officers (DPOs) and companies, propelling digital transformation in data protection and governance. She has attained her DBA I Generative AI and also has extensive training experience internationally and specialises in the social, emotional and cognitive aspects of learning. She is also an executive coach to senior executives in multinational and regional companies.

Goh Liang Kwang 

Executive Advisor (Straits Interactive)

Mr. Goh Liang Kwang had served 42 years in the public service. He began his career in the Singapore Police Force in 1977 after a few years in the Singapore Armed Forces. He has more than 30 years of experience working in the Police Force with the last 17 years as the Chief of Staff and the Deputy Commissioner of Police. He has wide experience in key functional areas such as Strategic Planning, HR and Logistics, large scale capability development project planning and management, and critical incident management.

Fees & Funding

COMPANY-SPONSORED
PARTICIPANT PROFILE
SELF-SPONSORED
SME
NON-SME

Singapore Citizen < 40 years old 
Permanent Resident 
LTVP+ 

$654

After SWDA Funding 70%

$254

After SWDA Funding 70%

+ ETSS Funding (20%)

$654

After SWDA Funding 70%

Singapore Citizen ≥ 40 years old

$254

After SWDA Funding 70%

+ MCES Funding (20%)

$254

After SWDA Funding 70%

+ MCES Funding (20%)

$254

After SWDA Funding 70%

+ MCES Funding (20%)

International Participant

$2,180

(No Funding)

$2,180

(No Funding)

$2,180

(No Funding)

Please note that prices listed above are inclusive of the new 9% GST, applicable from January 1, 2024.
SkillsFuture Level-Up Programme for Mid-Career Individuals

A SkillsFuture Credit (Mid-Career) top-up of $4,000 will be provided to Singaporeans aged 40 years and above to further offset out-of-pocket course fees for this programme.

Post Secondary Education Account (PSEA)

PSEA can be utilised for subsidised programmes eligible for SkillsFuture Credit support.

Click  here  to find out more.

SELF SPONSORED

# SkillsFuture Credit

Singapore Citizens aged 25 and above may use their SkillsFuture Credits to pay for the course fees. The credits may be used on top of existing course fee funding.

This is only applicable to self-sponsored participants. Application to utilise SkillsFuture Credits can be submitted when making payment for the course via the SMU Academy TMS Portal, and can only be made within 60 days of course start date.

Please click here for more information on the SkillsFuture Credit. For help in submitting an SFC claim, you may wish to refer to our step-by-step guide on claiming SkillsFuture Credits (Individual).

# Workfare Skills Support Scheme

Workfare Skills Support (WSS) Scheme in replacement of Workfare Training Support (WTS) Scheme:

From 1 July 2023, the Workfare Skills Support (WSS) scheme has been enhanced. Please click here for more details.

COMPANY SPONSORED

# Enhanced Training Support Scheme

• Organisation must be registered or incorporated in Singapore
• Employment size of not more than 200 or with annual sales turnover of not more than SGD100 million
• Trainees must be hired in accordance with the Employment Act and fully sponsored by their employers for the course
• Trainees must be Singapore Citizens or Singapore Permanent Residents
• Trainers must not be a full-time national serviceman
• Trainees will be able to enjoy ETSS funding only if the company’s SME’s status has been approved. To verify your SME’s status, please click here.

# Absentee Payroll

Companies who sponsor their employees for the course may apply for Absentee Payroll here.

For more information, please refer to:
• AP Guide (Non-SME Companies)
• Declaration Guide (SME Companies)

# SkillsFuture Enterprise Credit (SFEC)

This course is eligible for SFEC funding. Companies should check their SFEC eligibility on the Business Grant Portal.

Testimonials

Data Ethics and AI Governance Frameworks

  • 29 Mar – 30 Mar 2027
  • 2 Days

This course includes:

  • Participants will receive the course material in the form of digital e-book. To access your digital e-book, you need to install Adobe Digital Editions or BlueFire. Visit – https://bit.ly/ade-ebook-guide for more guidance on how to open the e-book.