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.
| SSG Subsidy | Course Fees (incl. GST) | |
|---|---|---|
| Singaporeans aged 40 and above | 70% | $643.5 |
| Singaporeans below 40 and all PRs | 50% | $973.5 |
| Non-Singapore Citizens and Non-PRs | - | $1798.5 |
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.
6 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 Basics and Essential Techniques
- Unpack the latest Generative AI trends shaping business in Singapore and globally
- Understand the fundamentals: how Generative AI models such as ChatGPT and Deekseek work, the training process, and the variety of outputs they produce
- Explore essential Generative AI tools, including ChatGPT for natural language automation and Midjourney for advanced visual content generation, with real-world business applications
- Learn to analyse business processes through an AI integration lens
- Assess your organisation’s AI readiness by mapping process flows and identifying bottlenecks
- Discover prompt engineering as the foundation for effective Generative AI outcomes, with practical guidance on tailoring prompts for business-specific objectives
Lesson 2: Finding and Solving Everyday Challenges with AI
- Measure process performance to pinpoint areas for technology adoption
- Translate process analysis findings into targeted AI solutions using ChatGPT and Deekseek for data analysis, report automation, and customer engagement
- Evaluate integration approaches for embedding AI, such as ChatGPT-powered chatbots, in existing business systems
- Survey the types of AI solutions relevant to analytics and automation in the Singapore business context
- Practise prompt engineering by converting business requirements into actionable, high-impact AI prompts through guided hands-on activities
Lesson 3: Implementing and Optimising AI Solutions
- Master the installation and configuration of AI solutions like ChatGPT APIs in a business setting
- Troubleshoot and resolve common deployment challenges
- Learn how to optimise AI performance for operational efficiency
- Examine the infrastructure requirements for scalable AI adoption
- Develop advanced prompt engineering techniques (e.g. zero-shot, few-shot, chain-of-thought) to drive process automation and improve AI output quality, focusing on real business use cases
Lesson 4: Evaluating and Improving AI Outcomes
- Assess the impact of AI deployments on organisational efficiency and effectiveness
- Identify and define key performance indicators (KPIs) to measure AI success
- Benchmark AI model performance using industry standards and local business metrics
- Get introduced to Retrieval Augmented Generation (RAG) and its business relevance, including how it complements solutions like ChatGPT
- Understand how prompt design can directly influence performance metrics and refine through data-driven iteration
Lesson 5: Building RAG Pipelines and Managing AI Risks
- Build a simple RAG pipeline to enhance business knowledge workflows
- Evaluate AI model performance using best-practice benchmarks
- Address real-world challenges in AI implementation, from integration to scalability
- Identify, analyse, and mitigate AI biases, security threats, and operational risks when deploying solutions like ChatGPT and Midjourney
- Practise advanced prompt testing to maximise business value and measurable outcomes
Lesson 6: Developing Strategies for Safe and Effective AI
- Develop robust AI risk management and mitigation strategies tailored to your business environment
- Implement responsible AI practices and compliance measures within your organisation
- Consolidate your learning with a strategic review and action plan for next steps in your AI journey
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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