Generative AI Course in Singapore
Generative AI for Automation and Productivity
Gain practical skills to harness AI tools, as well as deep technical understanding of how they work
Upskill with Singapore's Top-Rated AI Academy
5-Star Google Reviews 🎉
Companies our instructors come from 👩🏻🏫
Why Choose a Generative AI Course
Have you ever wondered:
- Can AI do everything for me?
- Am I using AI to its full potential?
- What opportunities can AI unlock?
GA100 Generative AI for Automation and Productivity is a comprehensive course that equips you with both the practical skills to harness AI tools and the deep technical understanding of how they work.
Whether you’re a professional, entrepreneur, or AI enthusiast, this course will help you stay ahead of the curve, equipping you with the skills to use AI creatively, efficiently and with confidence.
Roles That Require Generative AI Skills
Generative AI is now indispensable across all job roles, empowering profesionals to automate routine tasks, enhance creativity and make smarter, data-driven decisions. The following is a non-exhaustive list of common job roles – across industries – for which Generative AI skills are increasingly becoming essential:
1. Technology & Data
2. Product & Strategy
3. Marketing & Creative
4. Operations & Automation
5. Customer Experience & Support
6. Sales & Business Development
7. Finance & Risk
8. Human Resources
9. Legal & Compliance
10. Healthcare & Life Sciences
11. Education & Training
Generative AI Certifications Available:
Master the principles of Generative AI and elevate your career by developing advanced Python programming skills to build and deploy cutting-edge generative models
Generative AI Course Overview
Heicoders Academy’s GA100 Generative AI for Automation and Productivity is a four-lesson, live online course that introduces you to both the practical use of generative AI tools and the underlying concepts that power them. You’ll learn how to design, deploy and evaluate AI-driven workflows to boost productivity, automate routine tasks and unlock new business opportunities.
4 Lessons
3-Hour Lesson Duration
Held on Zoom
1 Instructor
1-2 Teaching Assistants
Part of:
Learning Objective
By course end, you will be able to:
- Apply advanced prompt engineering techniques for high-quality outputs
- Build simple retrieval-augmented generation (RAG) pipelines
- Evaluate model performance using key benchmarks
- Identify and mitigate AI biases, security risks and failure modes
Course Outline
Lesson 1: Generative AI in Everyday Life
- Overview of the Generative AI landscape and key trends
- Core concepts in Generative AI (models, training and outputs)
- Generative AI tools and business use cases
- Fundamentals of prompt engineering
- Advanced prompt engineering strategies (e.g. chain-of-thought prompting, zero-shot vs few-shot prompting)
Lesson 2: Building Blocks of Generative AI
- Inference mechanisms and fine-tuning strategies
- Role of supervised fine-tuning (SFT) in model optimisation
- Reinforment learning
- Limitations and cognitive biases in LLMs
Lesson 3: Making Sensible Decisions on AI
- Designing robest AI systems: architectural patterns and trade-offs
- Retrieval augmented generation (RAG) to enhance knowledge retrieval for better model output
- Performance metrics and benchmarking for AI models
- AI vulnerability, security risks and safety protocols
Lesson 4: Building AI Workflows for the Future
- Multi-agent AI systems and coordination strategies
- Optimising AI-driven business workflows in dynamic environments
- Orchestrating complex AI systems at scale
- Understanding AI scaling laws and their implications
Our Instructors
All instructors at Heicoders Academy have been carefully screened and selected for their excellence and passion for teaching. With their extensive industry experience, we are confident that you will gain a wealth of knowledge from them.
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
Course Fees & Subsidies
| Course Fees (incl. GST) | |
|---|---|
| Launch Promotion (Limited Time Only) | $763 |
Further reduce your out-of-pocket costs with:
SkillsFuture Credits can be used to offset course fees for Singapore Citizens aged 25 and above
NTUC Union members can be reimbursed with 50% of unfunded course fees (up to $250 a year) with UTAP
Upcoming Course Dates
Select a suitable course schedule below to apply. Limited slots are available and are allotted 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 believed that their collective expertise and insights could fill the increasing technology skill gap in Singapore.
Eager to share their experiences, they set out on a mission to create a learning experience that not only addressed the shortcomings of existing courses but also aimed to inspire the next generation of technology-sector talents in Singapore.
Each Heicoders Academy 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.
Frequently Asked Questions About Generative AI Course
Here are the questions we receive most often:
Is GA100 suitable for me?
GA100 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.
What do I need to participate?
How is the course delivered?
Will lesson recordings be available?
Are there any hidden costs?
Will the course cover AI ethics, security and bias?
Is there any form of certification upon completing the 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 class but can’t make it for one session. Is there a makeup class?
I just registered for the 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
Also featured on:
Upskill Today With Heicoders Academy
Secure your spot in our next cohort! Limited seats available.