Generative AI with Agentic AI Course (WSQ-Accredited)
Singapore’s leading course for building autonomous AI agents. Go beyond prompting and learn to create agentic AI workflows with n8n and Manus AI to automate complex tasks and future-proof your career.
GA100: Generative AI with Agentic AI Course (WSQ-Accredited)
Learn practical workflows guided by industry experts
Master Agentic AI with Heicoders Academy
Are you wondering:
- Are you stuck in the endless loop of basic prompting with ChatGPT?
- Do you want to build AI that does things, not just writes things?
- How can you harness the power of agentic AI to automate complex, multi-step tasks and create real business value?
Most professionals stop at prompting. The true power of AI, however, lies in building autonomous AI agents that can reason, plan, and execute tasks on their own. With powerful no-code tools like n8n and cutting-edge frameworks like Manus AI, you can build sophisticated agentic workflows that save hundreds of hours and drive unprecedented productivity.
That’s why our Generative AI Course (GA100) is the most comprehensive AI agents course in Singapore. We take you from the fundamentals of prompting to the advanced world of building and deploying real AI agents. This course is structured for complete beginners but delivers the advanced, practical skills that professionals need to lead in the new age of agentic AI.
Why Choose Our AI Agents course in Singapore?
At Heicoders Academy, we go beyond teaching prompt engineering. Our Generative AI course in Singapore equips you with practical skills to unlock Generative AI’s real value.
- ✅ The Only AI Course Focused on Building AI Agents: Heicoders’ GA100 is the only AI course covering Agentic AI, that teaches you to build real agentic workflows with n8n and harness autonomous agents like Manus AI to get work done.
- ✅ Always Up-to-Date with Agentic AI: Our curriculum evolves with the latest models and agentic frameworks. You get lifetime access to refreshed course materials, so your AI agent-building skills remain cutting-edge.
- ✅ Learn from Agentic AI Practitioners: Our trainers use Manus AI and build agentic systems daily in top tech companies. They share practical insights you can apply immediately.
- ✅ Hands-On AI Agents Projects: Build a portfolio of real-world agentic AI projects, from automated research assistants to content generation workflows, proving your future-ready skills.
- ✅ Gain a WSQ Certificate in AI: Graduate with a nationally recognised WSQ certification, validating your advanced skills in agentic AI and automation.
If you’re looking for the best AI agents course in Singapore, GA100 is your path from basic prompts to building powerful, autonomous AI solutions.
Who Should Join This Generative AI Course?
This beginner-friendly course is for any professional who wants to move beyond prompting and become an AI builder. If you are ready to learn how to design and deploy autonomous AI agents that can handle complex tasks, this course is for you.
Generative AI skills are in high demand across industries. Whether you work in technology, product, marketing, operations, or customer experience, this course empowers you to:
- Automate multi-step, complex workflows that basic AI tools can’t handle.
- Design and build custom AI agents tailored to your specific business needs.
- Enhance your strategic value by implementing agentic AI solutions.
- Lead AI transformation projects within your organisation.
- Future-proof your career by mastering the next wave of AI technology.
If you want to become a leader in AI automation and build real agentic AI solutions, this course is your next step. Upskill today!
AI Course Certifications Available:
Master the principles of agentic AI and elevate your career with advanced Python programming skills to build and deploy cutting-edge generative models.
What You'll Learn in This Generative AI Course
- Prompt Engineering: Master prompting with ChatGPT, Nanobanana, and Copilot for reliable outputs.
- Advanced Prompting Techniques: Use chain prompting and other methods to guide AI agents effectively.
- Agentic AI & Workflows: Design multi-step workflows and learn the architecture of autonomous AI agents.
- AI Automation with n8n: Build powerful AI agentic workflows by connecting hundreds of apps with n8n, no code required.
- Retrieval-Augmented Generation (RAG): Create AI agents that can access and reason with your private business data to provide accurate, context-aware answers.
- Manus AI & Model Context Protocol (MCP): Get hands-on experience with Manus AI and understand how to manage and deploy autonomous agents safely and effectively.
Generative AI Course Fees & Subsidies
| SSG Subsidy | Course Fees after Subsidy (incl. GST) | |
|---|---|---|
| Singaporeans aged 40 and above | 70% | $643.50 |
| Singaporeans below 40 and all PRs | 50% | $973.50 |
| Non-Singapore Citizens and Non-PRs | - | $1,798.50 |
Further reduce your out-of-pocket costs with:
SkillsFuture Credits can be used to offset the Generative AI course fees for Singapore Citizens aged 25 and above
NTUC Union members can be reimbursed with 50% of unfunded course fees (up to $500 a year) with UTAP *Important: Reimbursement cap will be reduced to $250 in 2026*
PSEA Singaporeans aged 21 – 31 can use their Post-Secondary Education Account (PSEA) to offset any remaining fees
Enterprise Innovation Scheme (EIS) Companies can claim 400% tax deduction or convert 20% of course fees into cash payout
SkillsFuture Enterprise Credit (SFEC) Eligible employers* can tap on the one-off $10,000 credit to cover up to 90% of out-of-pocket expenses
GA100 AI Agents Course Overview
Master AI foundations and go further with real-world AI skills:
- Master prompt engineering for effective AI agent instruction
- Learn to build autonomous AI agents with Manus AI
- Design and scale agentic workflows with n8n
- Go beyond prompting to build real AI solutions
- Unlock career opportunities with future-ready agentic AI skills
- Taught by industry practitioners and part of the GA Nanodegree
6 Lessons
3-Hour Lesson Duration
Online via Zoom or Physical Classes
1 Instructor
1-2 Teaching Assistants
Part of:
GA100 AI Agents Course Outline
Lesson 1: Generative AI Basics and Prompt Engineering
- Understand the core concepts of Generative AI (beyond the hype) and the trends shaping business in Singapore and globally.
- Get hands-on with ChatGPT, Claude, Midjourney, and Copilot, exploring advanced features like memory, custom instructions, and deep research.
- Learn to compare AI search vs traditional search and apply it in real-world scenarios.
- Analyse business processes through an AI integration lens and assess your organisation’s AI readiness.
- Master prompt engineering as the foundation for business-specific outcomes, with practical exercises and use cases.
Lesson 2: Advanced Prompt Engineering Techniques
- Discover the 3-level AI roadmap: Foundation → Workflows → Agents
- Master prompt engineering as both art and science
- Apply advanced prompting techniques (such as chain-of-thought and tree-of-thought prompting) to deliver consistent, high-quality outputs
- Demystify how LLMs work (simplified for non-technical professionals)
- Design your first multi-step workflow that connects prompts into real business solutions
Lesson 3: Advanced Workflows & AI Agents
- Design and implement multi-step AI workflows to automate real-world business tasks
- Hands-on project: Build data analysis workflows with ChatGPT
- Combine multiple AI tools (e.g. ChatGPT + Suno) into integrated, end-to-end solutions
- Introduction to AI agents with Manus AI — learn how to use agents that can reason, act, and execute tasks autonomously
- Business case studies (examples):
- Build a website entirely from prompts
- Automate expense tracking (OCR receipts → spreadsheet)
- Schedule an AI agent to track competitors on Twitter and deliver a daily summary
(and more practical cases revealed during the course)
Lesson 4: Building AI agentic workflows with n8n
- Understand the evolution of workflows: manual → automated → LLM-enhanced → agentic
- Get hands-on with n8n: connect apps like Gmail, Google Sheets, and AI models into automated workflows
- Build your own ChatGPT-powered assistant, with features like memory and context retention
- Integrate AI into business processes:
- Track and log expenses automatically (OCR receipts → Google Sheets)
- Deploy Telegram chatbots for customer interaction
- Design reporting workflows that run on schedule
- Experiment with AI agents in workflows, and learn how to add reasoning and autonomy step by step
Lesson 5: Retrieval-Augmented Generation (RAG) for Business Data
- Learn how to make AI smarter and more reliable by combining it with your own organisation’s data sources.
- Understand RAG concepts: why LLMs hallucinate, and how RAG fixes it with retrieval + generation
- Hands-on project: build a RAG chatbot that answers questions using real company data
- Work with embeddings & vector databases: Pinecone, n8n Simple Vector Store, and OpenAI embeddings
- Integrate business data into AI: connect Google Drive files, spreadsheets, and internal documents
- Develop practical applications: e.g. HR support chatbot, financial Q&A assistant, or company knowledge base
Lesson 6: Model Context Protocol (MCP) & Managing AI Risk
- Understand MCP in simple terms: the “USB-C port” for AI, letting it securely plug into tools, databases, and workflows
- Learn MCP architecture: hosts, clients, and servers — how AI connects to Slack, GitHub, HubSpot, or internal apps
- Hands-on examples: integrate AI with business tools to fetch data, send updates, or trigger workflows automatically
- AI risk management: frameworks for ensuring security, compliance, and guardrails against bias, hallucination, or unintended actions
Our Instructors
We’ve carefully selected only the best instructors at Heicoders Academy – people who are not only experts in their field but also genuinely passionate about helping you learn. With their extensive industry experience, we are confident that you will gain a wealth of knowledge from them.
Kong Yu Ning
Co-Founder @ Principal Instructor
- Masters of Management Science & Engineering, Columbia University
- Director in various AI & Cryptocurrency firms
- 9 years of experience in AI & Blockchain
Beh Min Yan
Co-Founder @ Principal Instructor
- Masters of Informations System, Carnegie Mellon University
- Ex-Quant, and Machine Learning Engineer, GoJek
- 6 years of experience in AI, Software Engineering & Quant trading
Chan Yu Siang
Co-Founder @ Principal Instructor
- Masters of Computing, Singapore Management University
- Software Engineer (Cake Group & Credit Suisse)
- 6 years of experience in AI, Software Engineering & Cybersecurity
Beh Wei Chen
Co-Founder @ Principal Instructor
- Masters of Computer Science, Georgia Institute of Technology
- Quant Software Engineering (Goldman Sachs)
- 6 years of experience in AI, Software Engineering & Quant trading
Wong Kay Jan
Senior Software Developer, GIC
Albert Kwek
Software Engineer, Google
Lee Yu Long
Business Intelligence Lead, Atome
Danielle Thio
Systematic Quant Researcher, Fintech
Jonathan Lim
Senior Data Scientist, StarHub
Shauna Loh
Data Scientist, OCBC Bank
Beh Wei Chen
Software Engineer, Fintech
Jonathan Chew
Data Product Manager, MariBank
Kong Yu Ning
Director of Product Growth, OKX
Darren Tan
Data Scientist, Citibank
Lee Yingqiu
Data Engineer, QuantumBlack
Chan Yu Siang
Software Engineer, Cake Group
Beh Min Yan
Data Scientist, Gojek
Amos Tan
Solutions Architect, Stripe
Upcoming Generative AI Course Dates
Find a course time that fits your schedule below and click to apply. Keep in mind that limited slots are available and are assigned out on a first-come-first-served basis.
The Heicoders Guarantee
Heicoders Academy is founded and run by a team of passionate technology industry practitioners who believe that their collective expertise and insights could fill the increasing technology skill gap in the country.
We’re eager to share our experiences and are out on a mission to create tech courses in Singapore that not only address the shortcomings of existing courses but also aim to inspire the next generation of technology-sector talents.
Every Heicoders Academy course, including our Generative AI course, is crafted and regularly updated by an esteemed Academic Board, consisting of university professors and industry veterans with extensive experience as practitioners and hiring managers.
Course Reviews and Testimonials
Heicoders Academy is proud to be recognised by our graduates for our ability to deliver comprehensive and practical content in a beginner-friendly manner. Embark on your Heicoders experience today and discover our dedication to delivering high-quality education.
A pleasant experience. Lessons are organised in easy to understand manner, and instructors share how the stuff we learn could be applied in real working situations.
Adel Kwan completed DA100 and GA100. Special thanks to passionate instructor Yu Ning and supportive TA Ryan, who motivated her to explore more even after the course ended.
The course content is well structured and pace is just nice. I can practice along during the zoom session and ask any questions. Jon and Michelle are extremely helpful and knowledgeable.
Terence Chan completed DA100, AI100, and is starting AI200. Danielle's live drawing helped him understand difficult concepts. Would recommend to anyone considering programming.
The instructors and TAs were very patient in providing extensive debugging assistance and helped troubleshoot outside of class hours.
JS completed SE100: Responsive Web Development with Yi Fan and Azluv, followed by AI200: Applied Machine Learning with Chuan Bin and Wai Hong. A rigorous, thorough introduction with regular sharing of interview tips and best practices.
Frequently Asked Questions
Here are the questions we receive most often on our Generative AI course:
Is Generative AI course suitable for me?
Our GA100 Generative AI course is designed for professionals, entrepreneurs and AI enthusiasts from all backgrounds. No prior programming or data science background is required – only basic computer literacy and a willingness to learn.
How is this different from other AI courses in Singapore that just teach prompting?
Most AI courses stop at Level 1 (typing prompts into ChatGPT). We go further — Level 2 (automated workflows with tools like n8n) and Level 3 (autonomous agents with Manus AI). You’ll learn how to design systems that reason, act, and solve real business problems — not just chat back to you.
What’s the difference between this Generative AI course and just watching YouTube tutorials?
YouTube shows you tools in isolation. We teach systems thinking — how to connect AI tools together, automate real workflows, and solve practical business problems. Plus, you’ll get structured guidance, case studies, and a community to support you — things you won’t get from random videos.
Do you really update the Generative AI course content bi-weekly?
Yes. AI evolves in weeks, not years. That’s why we refresh our content almost every two weeks — and graduates get continued access even after the course ends. You’ll never be stuck with outdated content.
I have zero programming experience. Can I still enrol in this Generative AI Course?
Absolutely. Everything in this course is no-code. You’ll use visual tools like n8n and Manus AI — it’s as simple as dragging, dropping, and connecting blocks. If you can use Excel formulas or PowerPoint slides, you can do this.
Is this Generative AI course WSQ-certified?
Yes. Our GA100 Generative AI Course is accredited under Singapore’s Workforce Skills Qualifications (WSQ) framework. This means:
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You’ll receive a WSQ certificate upon successful completion, recognised by employers and government agencies.
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The course is eligible for SSG subsidies and SkillsFuture Credits, helping to lower your out-of-pocket cost.
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WSQ certification assures that the training meets Singapore’s national standards for skills relevance and quality.
What do I need to participate in this Generative AI course?
How is the Generative AI course delivered?
Will lesson recordings of the Generative AI course be available?
Are there any hidden costs?
Will the Generative AI course cover AI ethics, security and bias?
Is there any form of certification upon completing the Generative AI course?
For payment, could I make a deposit first, and complete the payment closer to the course’s commencement date?
I am keen on your Generative AI course but can’t make it for one session. Is there a makeup class?
I just registered for the Generative AI course and am a NTUC Union member. How do I apply for the UTAP subsidy?
Have a question we haven't answered?
Media Features
Singapore Today’s Lance Alexander and Melanie Oliveiro speak with Kong Yu Ning, Heicoders Academy Co-Founder, about Artificial Intelligence’s continuing rise and impact on the future of work
Heicoders Academy Co-Founder Min Yan discusses the need to reframe tech education with TIA's Jonathan Chew, emphasising the importance of AI and computational thinking, and advocating for a shift from traditional learning methods to more innovative approaches
Heicoders Academy Co-Founders Yu Ning and Min Yan shares with The Straits Times' Venessa Lee about their efforts to weave in digital and AI tools to save $8k/month for the academy
TSL’s Faith Leong discusses Heicoders Academy’s AI courses, which is led by industry professionals and focuses on making machine learning accessible and relevant through practical capstone projects and real-world applications
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