Course details
- Course
- S30 · Diploma in Applied AI & Analytics · Singapore Polytechnic.
- Programme
- 3-year full-time diploma.
What will I actually study?
SP’s published curriculum develops coding, data and AI skills. Course structure can change; use the official module list to check the version for your intake.
| Stage | Published learning / options | Question to ask — guidance |
|---|---|---|
| Year 1 | Programming and computing foundations; introductory AI and machine learning. | Can I see a first-year coding task and the support for beginners? |
| Year 2 | Deep learning, large language models and quantitative foundations for AI. | How much of the work is mathematical reasoning, coding and interpreting outputs? |
| Year 3 | Options include internship, industry project, university accelerated pathway or entrepreneurship. | Which options require selection, and what alternatives exist if I do not get my preference? |
What kinds of projects are involved?
SP describes projects involving dashboards, chatbots and computer vision. Its AI/analytics project covers framing a problem, preparing data, modelling and communicating results.
Official entry requirements — O-Level route
Published requirements checked September 2026: grades over no more than two sittings, plus net ELR2B2 of 26 or better. Minimum eligibility does not guarantee posting. Recheck for your admission year.
| Requirement | Published minimum |
|---|---|
| English Language (first language) | D7 or better |
| Elementary or Additional Mathematics | C6 or better |
| One subject from the second relevant group for ELR2B2-C | C6 or better; use SP’s official aggregate table to identify the group. |
What could this lead to?
SP lists data analyst, data engineer, data scientist and AI/machine-learning engineer among possible career directions, alongside further study. These are possibilities to investigate, not job offers, salary forecasts or guaranteed graduate outcomes.
Similar courses to compare before you decide
SP Computer Science
Singapore Polytechnic · S69
Course focus & comparison
Computer Science; previously named Information Technology on SP’s computing catalogue.
Am I more interested in building software than specialising in data analysis? Compare the compulsory modules.
SP Cybersecurity & Digital Forensics
Singapore Polytechnic · S54
Course focus & comparison
Defending systems and investigating digital threats.
Would I enjoy investigating how a system failed and documenting evidence?
SP Common ICT Programme
Singapore Polytechnic · S32
Course focus & comparison
Explore computing before choosing among the listed diplomas after semester one.
Which diplomas are accessible for my intake, and how does allocation work? A preferred diploma is not assumed.
NP Applied AI & Analytics
Ngee Ann Polytechnic · N81
Course focus & comparison
An AI/data course at another institution to compare with SP.
Compare its data, mathematics and compulsory modules with SP’s. Which actual tasks appeal more?
About this comparison
Use SP Computer Science to test whether software building interests you more; Cybersecurity & Digital Forensics to explore security work; Common ICT to investigate a later choice within computing; and NP Applied AI & Analytics to compare the same field across institutions. These are exploration suggestions, not equivalent courses or transfer promises.
Ask each course team which first-year work differs and how diploma allocation or later options are decided. Keep the answers beside the compulsory module lists. Historical ranges for these neighbouring courses are not reproduced here because they have not been verified for this comparison.
More about 2026 / 2027 / 2028+ rules
Admission year is the year of entry, not the examination. Verified 2026-09-09.
2026 admission · 2025 O-Levels
This JAE has ended. Any 2026 score ranges shown are historical reference only, not a future admission guarantee.
2027 admission · 2026 O-Levels
MOE says 2027 JAE details will be updated by October 2026. Check the new publication before applying; this guide does not assume its dates or requirements.
2028 onward · SEC cohort
MOE has announced PSE from 2028, following the first SEC examination in 2027. Use the rules for your admission year; do not carry older JAE calculations forward.
Official sources
View 5 official sources
- Singapore Polytechnic — Diploma in Applied AI & Analytics ↗
- Singapore Polytechnic — School of Computing ↗
- Ngee Ann Polytechnic — Applied AI & Analytics ↗
- MOE — Joint Admissions Exercise ↗
- MOE — New Post-Secondary Admissions Exercise in 2028 ↗
Verification dates & source years
Singapore Polytechnic — Diploma in Applied AI & Analytics: 2026 · verified 2026-09-10
Singapore Polytechnic — School of Computing: undated · verified 2026-09-09
Ngee Ann Polytechnic — Applied AI & Analytics: 2026 · verified 2026-09-10
MOE — Joint Admissions Exercise: 2026 · verified 2026-09-09
MOE — New Post-Secondary Admissions Exercise in 2028: 2026 · verified 2026-09-09
Mentora editorial team · Reviewed