Generative AI Course in Singapore
Generative AI Course for Automation and Productivity
Gain hands-on skills to harness AI tools and understand how they really work.
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Why Learn Generative AI
If you’ve ever wondered:
- Can AI do everything for me?
- Am I using AI to its full potential?
- What opportunities can AI unlock?
Our GA100 Generative AI for Automation and Productivity course is designed for you. This comprehensive programme will equip you with both the practical skills to use AI tools effectively and provide you with a deep technical understanding of how they work, so you’re not just blindly clicking buttons.
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 quickly becoming crucial in every job. It’s giving professionals the power to automate tasks, enhance creativity and make smarter, data-driven decisions. Want to see where these skills are making a huge difference? Here’s a list of common roles across different industries where Generative AI skills are becoming increasingly 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
Skills You Will Learn
- Prompt Engineering
- AI Tool Integration
- AI-Driven Workflow Design
- Retrieval-Augmented Generation (RAG) Pipelines
- AI Model Performance Evaluation
- AI Bias Mitigation
- Deploying AI Solutions
- AI Security and Risk Management
Course Fees & Subsidies
As a UTAP training provider, we’re here to help you make learning Generative AI more accessible.
| 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 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 $250 a year) with UTAP
Generative AI Course Overview
Our GA100 Generative AI for Automation and Productivity is a four-lesson, live online training course that introduces you to both the practical use of generative AI tools and the underlying concepts that power them. 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 Large Language Models (LLMs)
- Introduction to how Large Language Models (e.g. ChatGPT) work
- Inference mechanisms and fine-tuning strategies
- Role of supervised fine-tuning (SFT) in model optimisation
- Reinforcement learning and how AI learns from feedback
- Limitations and cognitive biases in LLMs
Lesson 3: Making Sensible Decisions on AI
- What making “sensible decisions” on AI means and why it matters
- Designing robust 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
- What future-ready AI workflows are and why they’re important
- 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
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.
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
Darren Tan
Software Engineer, DBS Bank
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 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.
Frequently Asked Questions
Here are the questions we receive most often:
Is GA100 suitable for me?
Our Generative AI GA100 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.
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
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