Lay the Foundation
for Your AI Journey

AIAP Foundation is a fully online, self-paced 6-month course designed to jumpstart the journey of aspiring AI Engineers. Build the core AI Engineering skills that strengthen your readiness for pathways like the AI Apprenticeship Programme® (AIAP) and take your first step towards a career in AI Engineering.

Start Learning Today

Registered before 15 March? Log in here.
Registered on or after 16 March? Log in here.

Lay the Foundation
for Your AI Journey

AIAP Foundation is a fully online, self-paced 6-month course designed to jumpstart the journey of aspiring AI Engineers. Build the core AI Engineering skills that strengthen your readiness for pathways like the AI Apprenticeship Programme® (AIAP) and take your first step towards a career in AI Engineering.

Start Learning Today

Registered before 15 March? Log in here.
Registered on or after 16 March? Log in here.

Build Strong AI Foundations. Grow with Confidence.

Breaking into AI Engineering starts with a solid foundation. More than theory alone, it requires hands-on learning and the applied knowledge to solve real-world problems.

AIAP Foundation is built on the same pedagogy as our award-winning AI Apprenticeship Programme® — applied AI skills developed through real-world projects — adapted for online learners through a real-world inspired capstone.

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Discover AIAP Foundation

Develop Applied-AI Foundational Skills Through Project-Based Learning

Work on projects inspired by real industry challenges and strengthen your foundations across key AI Engineering areas.

While others stop at theory, we build engineering intuition — teaching you not just the techniques, but exactly when and how to deploy them in real-world scenarios.

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Exploratory Data Analysis

Uncover hidden patterns in your data to guide model development.

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End-to-End ML Pipelines

Build complete pipelines from data preprocessing to model evaluation.

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Software Engineering Best Practices

Write clean, scalable, and maintainable Python code using industry standards.

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Industry-Standard Tools

Get hands-on with essential tools like Git used by AI Engineers every day.

Two Phases. One Goal.
Building Your AI Engineering Foundations.

AIAP Foundation is structured across 2 phases, taking you from core fundamentals to building a complete AI project.

Deep-Skilling Phase

(Suggested Timeline: 4 Months)

A learn-by-doing approach covering the full AI Engineering stack. Master key concepts through hands-on assignments with personalised feedback from our AI-powered Engineers at every step.

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Project Phase

(Suggested Timeline: 2 Months)

Select a project that aligns with your interests and build a complete end-to-end machine learning pipeline across six structured sprints. Complete the course with a project portfolio you can be proud of.

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Designed by AI Engineers.
Built for Future AI Engineers.

AIAP Foundation is built on the same pedagogy that has produced Singapore’s most in-demand AI Engineers since 2018.

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Learn from the Best

Every module is designed by experienced AI Engineers from AI Singapore.

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Personalised Learning Experience

Our AI-powered engineer agent reviews every submission and gives you tailored feedback so you know exactly where to improve.

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Real-World Inspired Projects

Gain industry development experience by practising on real-world inspired projects.

Where Aspiring AI Engineers Begin

AIAP Foundation is for aspiring AI Engineers looking to kickstart their AI journey, while also building readiness for pathways such as AIAP.

No tech background required. Just the drive to learn and the commitment to see it through.

AIAP Foundation welcomes learners from all backgrounds.

Prerequisite: Basic Python knowledge is required for this course.

Real Learners.
Real Transformation.

AIAP Foundation has helped learners from varying backgrounds build the skills and confidence to take their next step in AI Engineering.

  • “This course is an ideal starting point for anyone aspiring to become an AI Engineer. It builds a solid foundation by covering both core theoretical concepts and hands-on applications. The project-based learning approach ensures that you not only learn to write code but also understand how, when and why to apply specific techniques effectively. You’ll also gain valuable experience in performing a comprehensive Exploratory Data Analysis and constructing an end-to-end pipeline—critical skills for success in AI.”

    Ghee Hean

    Process Engineer

  • “My experience with this course has been incredibly rewarding and transformative. It provided a comprehensive understanding of the entire process, from exploratory data analysis (EDA) to building structured, script-based machine learning pipelines. It also deepens my knowledge of essential techniques like imputation, feature engineering, and model evaluation. If you’re looking to level up your data skills and build end-to-end machine learning solutions, this course is a fantastic opportunity.”

    Kwok Leong

    Financial Adviser

  • “The AIAP Foundation Course significantly improved my foundational AI/ML knowledge. The knowledge checks provided valuable feedback on my answers, encouraging me to dig deeper and explore the concepts more thoroughly. The hands-on experience, paired with detailed feedback, helped me understand what’s expected in coding and documentation, and how to follow good industry practices when structuring a project.”

    E-Jay

    Private Tutor

  • “The AIAP Foundation Course offers a comprehensive, step-by-step approach, providing detailed coverage of key steps in the AI/ML development process. Unlike other courses, it goes beyond the basics and thoroughly explores each topic. The personalised feedback on my answers helped identify specific gaps in my skills and knowledge, showing me exactly where I needed to improve in data analytics and machine learning.”

    Noel Rodrigues

    Writer

World-Class AI Learning.
Made Accessible.

Heavily subsidised by AI Singapore so that
cost is never a barrier to kickstarting your
AI Engineering career.

Register Now

Registered before 15 March? Log in here.
Registered on or after 16 March? Log in here.

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FAQs

AIAP Foundation is a fully online, self-paced 6-month course designed to jumpstart the journey of aspiring AI Engineers built by AI Singapore’s engineers. It also helps learners build the core AI Engineering skills that strengthen your readiness for pathways like AIAP.

Aspiring AI Engineers with basic Python knowledge looking to kickstart their AI Engineering journey. It is also suitable for those who wish to build readiness for AIAP. Fresh graduates, career switchers, and working professionals from all backgrounds are welcome.

AIAP is a full-time, in-person apprenticeship with a SGD 4,000 monthly stipend for those with intermediate to advanced technical competency in AI/ML.

AIAP Foundation is an online course for those with basic Python knowledge looking to kickstart their AI Engineering journey. AIAP Foundation also helps build readiness for your AIAP application.

The course has a duration of 6 months comprising a 4-month deep-skilling phase followed by a 2-month project phase. You will have 180 days of access from your enrollment date.

SGD 390 (inclusive of 9% GST) with the AI Singapore subsidy. U.P. SGD 3,924. SkillsFuture credit is not applicable.

No. But basic Python knowledge is required as the course builds on foundational programming skills.

No. But it gives you the skills and confidence to take on the AIAP Proficiency Test. Many Foundation graduates have gone on to successfully apply for AIAP.

Every submission is reviewed by our AI-powered engineer agent, which provides personalised feedback to help you improve with every submission.

See our sample feedback report here.