Advanced Certificate in Applied Artificial Intelligence (AI) Programming Module 11: Programming AI Agents
- Analytics & Tech
- Artificial Intelligence
- Innovation & Business Improvement
2 Full Days (Weekdays)
Who Should Attend
- Software Developers
- Data Scientists and Machine Learning Practitioners
- AI Engineers and Researchers
- AI Enthusiasts
- Product Managers and Business Analysts
PREREQUISITES
- Basic programming experience using Python
- Knowledge of NumPy and Pandas (covered in Module 2)
- Recommended to have knowledge of Machine Learning (covered in Module 3)
- Recommended to have knowledge of Deep Learning (covered in Module 4)
- Recommended to have knowledge of AI applications development (covered in Module 5)
Overview
Artificial Intelligence (AI) agents play a crucial role in enabling machines to perceive their environment and take actions to achieve specific goals. In this 2-day module, participants will delve into the principles, techniques, and methodologies behind programming AI agents, gaining hands-on experience in designing and implementing intelligent systems capable of decision-making and autonomous behavior. Whether you're a seasoned developer or a newcomer to AI, this module offers a valuable opportunity to master the art and science of programming AI agents and unlock the potential of intelligent systems.
Learning Objectives
At the end of the 2-day module, participants will be able to:
- Understand the fundamental principles and architectures of Artificial Intelligence (AI) agents
- Design and implement AI agent architectures tailored to specific tasks and environments
- Develop basic AI agents through hands-on exercises, demonstrating understanding of core concepts
- Gain insight into multi-agent systems and mechanisms for coordination and collaboration among multiple agents
- Incorporate natural language processing capabilities into AI agents for interaction and communication with users
- Develop complex AI agents capable of autonomous decision-making and learning
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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