Why AAA?
- Become a highly sought-after AI talent with a solid foundation in data engineering and machine learning
- Choose from two exciting specialisation areas: Data Engineering or Generative AI
- Earn professional certifications from industry leaders such as Alteryx, Google, IBM, Nvidia and Singapore Computer Society
- Unlock new opportunities for your career and further studies with a Second Major in Business
- Kickstart your degree with the NP-University Pathway and earn credits towards your degree while still in poly
- Passed GCE O-Level Computing? Save up to 75 curriculum hours! New!
About AAA
With every click, like, and share, data is being created and collected. There’s never been a greater demand for data science professionals to help businesses derive insights, drive traffic and boost profits. If you want to make your mark in the big data industry, the Diploma in Applied AI & Analytics (AAA) is the course for you!
Besides benefitting from the expertise of ICT, co-founder of the Data School set up to train data practitioners for industry , you will get to collaborate with leading industry partners such as OCBC and Indorse.
Overview of Your AAA Journey
Highlights
Industry-driven Data Training
Widen your career options with the Data School, a collaboration between ICT and industry partners such as OCBC and Indorse, offering skills-focused short courses co-designed and co-delivered with industry experts to prepare you for roles in data analysis and data science. Ngee Ann Polytechnic has also signed a Memorandum of Understanding with UOB to equip its employees with the skills and strategies to tap on GenAI to drive enterprise-wide productivity gains and operational efficiency.

Visit https://www.cet.np.edu.sg/signature_programme/data-school/ to find out more.
Further Studies
Receive advanced standing when you apply for related degree programmes at universities both locally and abroad. These include:
- Nanyang Technological University
- National University of Singapore
- Singapore Institute of Technology
- Singapore Management University
- Singapore University of Social Sciences
- Singapore University of Technology and Design
You can also look forward to pursuing a specialist diploma in an analytics-related field and other advanced diploma courses at local polytechnics.
Careers
As Singapore strives to become a global hub for AI development and deployment, demand for professionals who possess skills in areas such as data extraction, data wrangling, machine learning and deep learning techniques will increase. Graduates can look forward to careers in roles such as:
- Artificial Intelligence Engineer
- Associate Business Analyst
- Associate Data Engineer
- Data Analyst
- Data Engineer

Bryan Lee
Class of 2024
Bryan is the recipient of the SAF Polytechnic Sponsorship (MDES) is currently serving with the Digital and Intelligence Service as Military Expert 4 (ME4) Apprentice. He is pursuing a Bachelor of Science in Business Analytics at SUSS.
Photo credit: MINDEF
Entry Requirements
AGGREGATE TYPE ELR2B2-C
To be eligible for consideration, candidates must have the following GCE ‘O’ Level examination (or equivalent) results.
| Subject | 'O' Level Grade |
|---|---|
| English Language | 1-7 |
| Additional Mathematics/Mathematics | 1-6 |
| Any one of the 2nd group of Relevant Subjects for the ELR2B2-C Aggregate Type | 1-6 |
Applicants must also fulfil the aggregate computation requirements for the ELR2B2-C Aggregate Type ( English Language, 2 relevant subjects and 2 other best subjects) listed at www.np.edu.sg/docs/ELR2B2.pdf.
For students with other qualifications, please refer to the NP website for the entry requirements and admissions exercise period.
Candidates with severe vision deficiency may encounter difficulties meeting the course requirements and expectations.
What You Will Learn
Video Showcase
AAA in 60 Seconds
NP to roll out specialisation in generative AI next year
29 Dec 2023 | Lianhe Zaobao
Synopsis: NP is partnering with Amazon Web Services (AWS) to co-develop a specialisation in generative AI. Students in NP’s Data Science course will be able to specialise in either Data Engineering or Generative AI in their second year and get a chance to embark on a one-year internship with AWS. NP and AWS also plan to launch a centre in campus for training and consultancy services. Deputy Principal Mah Wee Beng shared that the course is expected to admit 50 students next year. Other polytechnics are also rolling out similar courses that cover AI and data analytics.











