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Professional Certificate in Artificial Intelligence for Non-AI Scientists

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A strong wave can overwhelm you, AI too, but together we can rule this wave and get ready for the AI-driven future.

Artificial intelligence (AI) has transformed the way we live. AI identifies the fastest route to a destination, recommends music and movies, and screens job applications. Behind AI technology, techniques, and tools is the thinker – the human thinker who sees opportunities to mine with the technology.

This professional certificate will address both theoretical and practical aspects of AI to make the subject accessible to learners who do not have deep technical background. The programming skills introduced will provide the tools and framework for the development of data analytics and machine learning programmes widely used in AI. Skills and knowledge in-hand, participants would be better equipped to identify possible applications of AI in their workplace, with the option to use it to meet operational, customer support, or business support challenges.

Course Objectives

To train apprentices that would be able to recognize AI techniques and their applications in tackling real-world problems, as well as being able in AI systems modeling, and development of Octave programs.

Learning Outcomes

At the end of the program, the participants will be able to:

  • Understand the now and future of AI, its definitions, approaches, and applications
  • Describe the impacts of AI on different businesses and how to implement AI in real-world businesses
  • Develop Octave programs
  • Model AI systems using Octave programming language

Programme Structure

(Click to view details of the course)

Programme Format

Participants will learn the theory of an AI-related subject, then experiment that personally or a small team. All the practices are job-related and address real-world problems. Course contents are being revised and updated regularly.

Course Fees

Singapore Citizens Singapore PRs Enhanced Training Support for SMEs International Participants
39 years old or younger 40 years old or older
Total Nett Programme Fee Payable, Including GST, after additional funding from the various funding schemes S$1,765.50 S$665.50 S$1,765.50 S$665.50 S$5,885.00

For enquiries, please email soc-ace@nus.edu.sg

To register, click Register

Insight from Instructor

“We are living in a very rapidly changing world. Disruptive technologies such as AI and Machine Learning are going to change our lifestyle and the way we do the businesses. This professional certificate will help you to understand the basic structure of AI systems and solutions, and how they work practically.”


Dr Amirhassan Monajemi

NUS School of Computing

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