Professional Certificate in Artificial Intelligence for Non-AI Scientists

IMPORTANT: if you are NOT a recent NUS graduate eligible for NUS Resilience & Growth Virtual Vouchers, please click here to register for the Professional Certificate in Artificial Intelligence for Non-AI Scientists instead.

Course Objectives

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.  


Programme Title

Batch 1
(via Online Zoom)

Batch 2
(via Online Zoom)
Batch 3
(via Online Zoom)
AI and Machine Learning Begins With Me (2 days)
27-28 August 2020  26-27 October 2020  1-2 December 2020 
 Future-proof Businesses with Artificial Intelligence (1 day)  31 August 2020
3 November 2020  8 December 2020 
 Applied Machine Learning (2 days) 3-4 September 2020  11-12 November 2020  10-11 December 2020 
Octave Programming for AI, Machine Learning, and Data Analytics (1 day)  10 September 2020 30 October 2020  4 December 2020 


Please refer to course dates published above


6 days
9.00am to 5.30pm


National University of Singapore
University Town

If you are an NUS fresh graduate from 2020 planning to use your Virtual Voucher to enrol for this Professional Certificate, please note that the registration for Voucher usage has been open via the NUS Online Application Portal.

Please do not apply for the individual short courses via the SCALE Online Registration System, as you would not be able to use your Vouchers in that system.

09 October 2020