Advanced Certificate in Artificial Intelligence (AI) Product Development in the Digital Economy Module 5: Ethical Considerations in AI Product Development
- Analytics & Tech
- Innovation & Business Improvement
This module is conducted in-person.
2 days (Weekdays)
Who Should Attend
- Professionals in AI, product development, the digital economy, and related fields, as well as those involved in ethical decision-making or interested in the ethical implications of AI technology.
PREREQUISITES
There are no prerequisites for this programme. Prior knowledge on any of the topics is not required
Overview
This module explores the ethical considerations that are crucial in the development of artificial intelligence (AI) products. Participants will examine the potential impact of AI on society, including issues related to bias, privacy, and transparency. They will also learn about best practices for ensuring that AI products are developed and deployed responsibly, with a focus on fairness, accountability, and inclusivity. Through case studies and real-world examples, participants will gain a deep understanding of how ethical considerations can be integrated into every stage of AI product development to create positive societal impact while minimising potential harm.
Learning Objectives
At the end of the 2-day module, participants will be able to:
- Understand the ethical implications of artificial intelligence (AI) product development, including potential biases and discrimination that may arise from algorithmic decision-making
- Analyse real-world case studies to evaluate the ethical considerations in AI product development and their impact on society, privacy, and human rights
- Develop strategies for integrating ethical principles into the design and deployment of AI products to ensure fairness, transparency, and accountability
- Critically assess regulatory frameworks and industry standards related to ethics in AI product development to comply with legal requirements and best practices
- Apply ethical decision-making frameworks to address complex dilemmas encountered during various stages of AI product development lifecycle while considering diverse stakeholder perspectives
Assessment
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.
Calculate Programme Fee
Fee Table
| COMPANY-SPONSORED | |||
|
PARTICIPANT PROFILE |
SELF-SPONSORED |
SME |
NON-SME |
|
Singapore Citizen < 40 years old Permanent Resident LTVP+
|
$654 (After SSG Funding 70%) |
$254 (After SSG Funding 70% |
$654 (After SSG Funding 70%) |
|
Singapore Citizen ≥ 40 years old |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
$254 (After SSG Funding 70% |
|
International Participant |
$2,180 (No Funding) |
$2,180 (No Funding) |
$2,180 (No Funding) |
All prices include 9% GST
Please note that the programme fees are subject to change without prior notice.
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
From 1 July 2023, the Workfare Skills Support (WSS) scheme has been enhanced. Please click here for more details.
Company Sponsored
Enhanced Training Support for SMEs (ETSS)
- Organisation must be registered or incorporated in Singapore
- Employment size of not more than 200 or with annual sales turnover of not more than $100 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
- Trainees must not be a full-time national serviceman
- Trainees are eligible for ETSS funding only if their company's SME status is approved prior to the course commencement date. To verify your SME's status, please click here.
Please click here for more information on ETSS.
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)
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*Online registration will close 5 calendar days before the course start date
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