Training Provider
Data Science & AI Course Singapore
Master Python, AI, and Machine Learning With Vertical Institute
Feeling behind in a market driven by data and AI? The Data Science & AI Course by Vertical Institute is designed to equip you with the tools employers demand, including Python, AI foundations, and machine learning techniques, all delivered through live Zoom sessions with full support.
You’ll learn how to clean, analyse, and model data with Pandas and NumPy, build supervised learning models, and apply AI in real business scenarios. Best of all, the course is eligible for SkillsFuture Credits and government subsidies, meaning many learners enrol without paying anything upfront.
Who Should Join This Course?
- All Working Professionals
Understand how to use Python to automate reports, uncover patterns, and build data-driven recommendations at work.
- Aspiring Data Scientists & AI Specialists
Build a foundation in supervised learning, model evaluation, and pipeline development to move into data-focused roles.
- Entrepreneurs and Business Owners
Use AI insights to understand customer behaviour, optimise business decisions, and track performance with confidence.
- University Students and Lifelong Learners
Learn the same skills used by analysts and engineers in today’s top firms. This course sets you up for internships, roles, or research.
What Skills Will You Learn?
A Career-Focused Curriculum Built Around Real Tools
Python programming and control flow
NumPy and Pandas for data processing
Data Preparation and Exploratory Analysis
Machine learning concepts and model building
Classification and regression techniques
Model tuning and pipeline development
AI use cases in business
ChatGPT for data documentation and logic explanation
Each session builds toward a practical final project that showcases your full skillset.
How the Course Is Delivered
Learn Live. Practise as You Go.
The Data Science & AI Course is delivered through live, interactive Zoom sessions. With seven sessions at three hours each, this format works around your weekday evenings or weekend schedule, so you can upskill without giving up your job or personal time.
What’s included:
Live sessions with a lead instructor and teaching assistant
Practice tasks during and after class
Full recordings in case you miss a session
Support materials and coding guides
No prior experience required — just a laptop and curiosity
This structure helps you not just absorb concepts, but apply them right away. The learning experience is hands-on, collaborative, and guided at every step.
Full Course Curriculum
Learn AI, Data Science, and Python From Day One
The curriculum combines theory with application to help you build projects you can showcase. Here’s what you’ll cover:
Pre-Work
Install key software, prep your tools, and familiarise yourself with the learning portal.
Module 1: Python Basics for Data Science & AI
Understand syntax, variables, logic, and basic data types used in AI workflows.
Module 2: Text Handling and Control Flow in Python
Learn how to run interviews, gather feedback, and map user goals. You’ll use design thinking to identify key pain points, ideate creative solutions, and define product direction.
Module 3: Data Structures With Pandas and NumPy
Master the two most widely used libraries for handling structured data.
Module 4: Transforming Raw Data into Actionable AI Insights
Learn data cleaning and EDA using real datasets to uncover patterns.
Module 5: Regression Models With Supervised Learning
Build models that predict outcomes like pricing, trends, or risk factors.
Module 6: Classification Models in AI
Use models to assign labels, detect spam, or identify customer types.
Module 7: Model Evaluation and Tuning
Fine-tune model performance with pipeline building, cross-validation, and metrics.
Final Assessment: Written and Practical
Test your full skillset by building a working AI model using Python and submitting a guided code project.
Meet Your Instructors
Real Experience. Real Industry Tools.
Clarence
Senior Data Analyst, Google
Master’s in IT Business (Analytics), SMU
Specialist in business-driven analytics across global platforms.
Stan
Lead Data Scientist, Citi
Master’s in Computing, NUS
Focuses on machine learning, forecasting models, and Python-based solutions.
Zane
Director, Generative AI (APAC), Manulife
Master’s in Knowledge Engineering, NUS
Blends AI architecture with enterprise-level implementation.
Lindsay
Lead Data Scientist, Bytedance
Bachelor’s in Mathematical Sciences, NTU
Deep focus on applied data science for social platforms and consumer insights.
All instructors teach with practical examples and current industry standards. You’ll get real stories, case studies, and frameworks used in today’s top firms.
Course Fees & Government Subsidies
Pay Less, Or Even Nothing Out of Pocket
The full course fee is $1,798.50. With Singapore’s training subsidies and SkillsFuture support, most learners pay significantly less, and many pay nothing upfront.
Eligible NTUC members may also use UTAP to offset up to 50% of any balance, capped at $500 annually.
What Our Students Say About the Data Science Course
Firsthand Feedback from Graduates
VI’s Data Science and AI course was an excellent learning experience, with an emphasis on practical application, real-world datasets, and foundational Python skills.” Python programming, AI/ML and data cleaning techniques. Working with libraries like NumPy and Pandas made it easy to understand data manipulation and analysis. The practical, hands-on format simplified even the most complex ideas.
“The course equipped me with a strong foundation in Python, data visualisation, AI, and machine learning. I was especially excited by the practical focus on classification models. Huge thanks to Clarence Tan for his expert guidance!”
I completed the Data Science & AI course at Vertical Institute, where I gained a solid foundation in Python.and AI modelling. Lecturer Stan Neo reminded us that learning to learn is the most valuable skill. That mindset, combined with great coding challenges, made this a rewarding experience.”
What You’ll Be Able to Do After This Course
Skills That Open Doors
By the end of the course, you’ll be able to:
Write Python code to clean, analyse, and model data
Use libraries like Pandas and NumPy to manage complex datasets
Build regression and classification models
Apply supervised machine learning in real scenarios
Evaluate AI model performance and tune results
Communicate data findings to teams or clients
Add a certificate that signals technical competence to employers
These capabilities are in demand across roles like:
- Data Analyst
- Machine Learning Assistant
- AI Product Coordinator
- Business Intelligence Analyst
Flexible Schedules That Work With Your Life
Attend After Hours, Learn at Your Pace
All sessions are conducted live via Zoom. You can choose to attend:
- Weekday evenings
- Weekend morning or afternoon slots
Each course runs for 7 sessions, totalling 21 hours of training. You’ll get access to:
Class recordings for playback
Practice files and resource sheets
Ongoing support from your teaching assistant
No matter your routine — full-time job, school, or family obligations — the format is built for flexibility.
Continued Support After You Graduate
Stay Connected, Keep Growing
Learning doesn’t stop when the course ends. As a Vertical Institute graduate, you’ll receive:
Job Placement Support – Access to hiring networks across tech, digital, and business functions
Portfolio Materials – Your final project can serve as a portfolio asset for job interviews or promotions
Certificate Sharing – Show off your new skillset on LinkedIn or your CV with an official certificate
Community Access – Join an alumni Slack group and stay updated with AI tips, industry insights, and hiring leads
Corporate Gen AI Course
Enhance your team’s capabilities by empowering your workforce with AI training.
Contact Vertical InstituteFrequently Asked Questions
Do I need experience in coding to join this course?
No coding background is required. The course begins with Python fundamentals, assuming you’ve never written code before. Each module builds on the last, and live instruction with TA support ensures you can follow along regardless of your starting point.
What if I miss a class?
Every session is recorded, and you’ll have full access to the replay, slides, and task materials. Whether you’re travelling or have last-minute work duties, you won’t fall behind.
Is the course suitable for beginners in AI or machine learning?
Yes. It’s built for those looking to enter the field with hands-on knowledge. You’ll learn both foundational concepts and practical techniques used in real-world AI and data science.
Is a certificate awarded upon course completion?
Yes. You’ll earn a WSQ-accredited certificate issued by Vertical Institute. It reflects your proficiency in Python, data handling, model development, and more. It’s accepted on professional platforms like LinkedIn and valued by employers.
Can I really enrol with no upfront cost?
Yes. If you’re a Singapore Citizen aged 25 or above, you can use SkillsFuture Credits in combination with SSG subsidies to fully cover the course cost. Those 40 and up typically pay $0 out of pocket. PSEA and UTAP can provide further offset balance where applicable.
Join Vertical Institute’s Data Science Course Now
Gain practical skills in Python, AI, and machine learning that employers are actively seeking. This course is delivered live online, making it easy to fit into your schedule. You’ll receive a recognised WSQ certificate upon completion, helping you stand out in a competitive job market. Government subsidies are available, and many learners enrol with little to no out-of-pocket cost.
