Designed by AI Engineers, For Future AI Engineers

AIAP FOUNDATION

go BEYOND Theory

Master AI with Hands-On, Real-World inspired Projects

Launch your AI engineering career with this intensive 6-month online course with Asynchronous Learning (Learn at Your Own Pace). Inspired by the award-winning AIAP. Gain practical experience, personalized mentorship, and the essential skills for a successful AI career.

Early Bird Price

SGD$360

U.P $3924. Prices include 9% GST.
SkillsFuture credit not applicable.
This course is offered on a rolling basis. Ready to take the next step in your AI journey? Register Now!
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Note: Python is the main programming language in this course
what you will learn

Develop Real-world Ready Skills Through Project-based Learning

Tackle projects inspired by actual industry challenges and learn to uncover hidden patterns in data, build complete machine learning pipelines, and use industry-standard tools like Git.

Exploratory Data Analysis

Uncover hidden patterns and insights within your data to guide model development.

End-to-End Machine Learning Pipelines

Build complete pipelines, from data preprocessing and engineering to model training, and evaluation.

Software Engineering Best Practices

Ensure your models are scalable and maintainable by incorporating industry-recognized principles.

Industry-Standard Tools

Get familiar with essential tools, including Git, used by professionals in the field.

Course Curriculum

Modeled After Our AIAP Pedagogy

Embark on a 6-month AI Learning Journey with Two Distinct Phases: Deep-skilling & Project Phase

Master the fundamentals with AISG-developed materials, assignments, and guided projects.
4-Month

Deep-skilling Phase

This phase emphasizes a learn-by-doing approach, where you’ll not only grasp key AI and software engineering concepts but also apply them in practical assignments and projects. Receive personalized feedback every step of the way from our AI-powered engineer.

Key Skills Covered:

  • Exploratory Data Analysis (EDA)
  • Data Cleaning & Preprocessing
  • Model Development and Hyperparameter Tuning
  • End-to-End Machine Learning Pipelines
2-Month

Project Phase

Build your own AI project in this 2-month phase. Our AI-powered consultant helps you scope your personalized project, generate synthetic data, and receive expert mentorship from our AI-power engineer throughout 6 project sprints.

Project-sprints:

  • Sprint 1 – Literature Review
  • Sprint 2 – EDA
  • Sprint 3 – Data Preprocessing and Feature Engineering
  • Sprint 4 – Baseline Model Building
  • Sprint 5 – Hyperparameter Tuning and Evaluation
  • Sprint 6 – Documentation
Elevate your technical skills by tackling a personalised, real-world, synthetic data-driven project!
WHY LEARN FROM US: The AIAP Advantage

Expert-Led Training That Maximize Your Learning

Designed by experienced AI engineers, this course offers a unique blend of real-world inspired projects and personalized learning to accelerate your AI journey.

Designed by AI Engineers, For Future AI Engineers

Learn from experienced AI engineers from AISG who have designed this curriculum specifically for aspiring AI engineers like you. Our content focuses on AI and Software Engineering knowledge directly relevant to real-world project challenges.

Hone Your Skills Through Real-World Inspired Projects

Gain industry development experience by practising
on real-world inspired projects. PLUS you can hone
your skills further on a personalised project scoped
by our Consultant Agent!


Personalized Learning to Maximize Your AI Learning

Receive tailored feedback on your assignments and projects deliverables from our AI Engineer Agent to master key concepts, ensuring you grasp key concepts and develop your skills effectively.

Designed by AI Engineers, For Future AI Engineers

Meet Your Instructors

Learn from our experienced AI engineers who has designed this curriculum based on their real-world expertise and a deep understanding of the AI landscape.

Samuel Tong

Foundation Lead, AI Engineer

With a Bachelor in Accountancy and a Master of IT in Business, coupled with his experience as a data analyst and co-founder, Samuel possesses a unique understanding of real-world AI applications. Driven by a passion to enhance and democratize AI learning, Samuel brings his expertise in both front-end and back-end engineering, along with his deep domain knowledge in LLMs, to the AIAP Foundation programme.

Meldrick Wee

LADP Lead, AI Engineer

Meldrick, a self-taught AI engineer with a Bachelor in Finance, has carved a unique path in the world of AI. He specializes in NLP and LLMs. Meldrick’s experience spans numerous industry projects, and his commitment to teaching has inspired him to develop various courses, including the LADP. He brings this wealth of practical knowledge and teaching expertise to the AIAP Foundation, crafting a curriculum that empowers aspiring AI engineers to succeed.

Dr Chen Weiqiang

Curriculum Lead, AI Engineer
With a Ph.D. in applied mathematics and a background in teaching, Weiqiang is passionate about making AI accessible to all. His expertise spans both classical AI and generative AI, with hands-on experience in projects ranging from time-series analysis to text-to-speech synthesis. His commitment to teaching, evident in his various teaching positions, drives him to empower aspiring AI engineers through the AIAP Foundation program.
Learner Voices

Transformative Journeys in AI

Discover how AIAP Foundation has empowered individuals to excel in the world of AI. Gain insights into the motivations and experiences of our learners.

“The AIAP Foundation Course offers comprehensive and detailed coverage of the entire data analysis and model building process in general, from Exploratory Data Analysis (EDA) to deploying a complete machine learning pipeline. Through code snippets and real-world case studies, key concepts are reinforced with a strong focus on practical application. The course helped in clarifying many doubts I had about machine learning techniques learnt in school and gave me ample opportunity to enhance my skills in coding. Unlike typical university lectures, the AIAP Foundation Course emphasizes practical, hands-on learning that applies directly to real-world scenarios.”

Shi Hui
Fresh Graduate.

“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

Become an AI Engineer

Launch Your AI Career Today

$360

early bird Price. U.P $3600
  • 6-Month Online Course with Asynchronous Learning (Learn at Your Own Pace)
  • Learning content designed by experienced AI engineers from AI Singapore
  • Receive tailored feedback from our AI-powered engineer agent
  • Work on your personalized AI project scoped by our AI-powered consultant
Register
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