Computing Education for an AI-Shaped World
Source: https://www.ntu.edu.sg/computing Parent: https://www.ntu.edu.sg/admissions/undergraduate/admission-guide
NTU College of Computing & Data Science
Computing Education for an AI-Shaped World
Understanding computing systems. Exercising judgement. Building reliably & responsibly.
3,383
Undergraduate students
1,000+
Graduate students
16
Undergraduate programmes
1 in 3
Students with overseas experience
Welcome to CCDS
Where Computing Meets Consequence
At CCDS, we educate computing professionals for a world where AI is not a novelty – it is infrastructure. Our programmes are built on strong foundations: rigorous mathematics, disciplined engineering, and the kind of systems thinking that does not go out of date.
We integrate AI deliberately into teaching and research, holding students accountable for understanding what they build — not just producing output. Graduates leave here ready to lead in technology, not just use it.
[Prospective Undergraduate Students
Discover CCDS
→](/computing/discover-ccds) [Thank you for joining us
NTU Open House 2026
→](/computing/news-events/ntu-open-house-2026)
Our Approach to Learning
Learn with AI
AI is reshaping how software is built — and how computing must be taught. CCDS is redesigning education across all programmes under a clear framework, guided by three principles.
1
Human–AI Collaboration
AI is treated as augmented intelligence. Students learn to collaborate with AI tools — and to direct, critique, and verify what AI produces.
2
Students Must Own Their Thinking
AI can help students work faster. It cannot replace the intellectual work that builds mastery. Assessments ensure students remain accountable for their own understanding.
3
Meta-Skills for Adaptability
The AI landscape will keep evolving. CCDS places emphasis on "learning to learn" — structured reflection and responsible, declared use of AI tools.
\ \ Education at CCDS
At the College of Computing and Data Science, we educate students with strong foundations in computing and data science, integrating artificial intelligence across the curriculum and grounding learning in real-world practice and problem-solving.
Undergraduate Education
Build breadth and depth through rigorous programmes, flexible pathways, and distinctive experiences such as the Turing AI Scholars Programme.
Explore undergraduate education →
Graduate Education
Deepen expertise and specialise through advanced programmes designed for complex problem-solving and applied impact.
Continuing Education & Training
Upskill and reskill through flexible learning options for working professionals in computing, data science, and AI.
Explore continuing education & training →
Discover NTU Research in Computing, Data Science and AI
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[### Artificial Intelligence (AI)
Explores the transformative impact of Artificial Intelligence, offering students opportunities for in-depth learning, research, and industry engagement in cutting-edge AI technologies and applications.](/computing/ai-at-ntu)
[### Data Science
Robust education meets cutting-edge research in tackling real-world problems. Our programs blend computing with social sciences to transform massive data into actionable insights, paving the way for advancements in AI and beyond](/computing/data-science-at-ntu)
[### Computing
The critical role of computing in modern society and its integration into all aspects of life, emphasizing the dynamic career opportunities and comprehensive education offered at NTU.](/computing/computing-at-ntu)
Previous
[### Team Sirius wins first place at Pathways in Python “Tech for Good” Hackathon
Published on 06 Mar 2026](https://www.ntu.edu.sg/computing/news-events/news/detail/team-sirius-wins-first-place-at-pathways-in-python--tech-for-good--hackathon)
[### How Pathways in Python Initiative is Empowering the Next Generation of Computing Talent
Published on 26 Feb 2026](https://www.ntu.edu.sg/computing/news-events/news/detail/how-pathways-in-python-initiative-is-empowering-the-next-generation-of-computing-talent)
[### Two CCDS Students Forge a Path in AI Research at AAAI-26 Undergraduate Consortium
Published on 23 Feb 2026](https://www.ntu.edu.sg/computing/news-events/news/detail/two-ccds-students-forge-a-path-in-ai-research-at-aaai-26-undergraduate-consortium)
[### Two Weeks in France: CCDS’ Yvonne Lim on Learning AI and Culture through GEM Discoverer
Published on 20 Feb 2026](https://www.ntu.edu.sg/computing/news-events/news/detail/two-weeks-in-france--ccds--yvonne-lim-on-learning-ai-and-culture-through-gem-discoverer)
[### TAISP scholars gain global perspectives at international academic conference
Published on 09 Feb 2026](https://www.ntu.edu.sg/computing/news-events/news/detail/taisp-scholars-gain-global-perspectives-at-international-academic-conference)
Next
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Conferences & Seminars
Data‑Centric AI: Foundations for Autonomous AI Scientific Systems by Mr Gregory Lau
13 Mar 2026 02.30 PM - 03.30 PM LT28
Add to Calendar
Research Groups
Ph.D students will get the opportunity to explore topics in the exciting spectrum of Computing, Data Science and Artificial Intelligence to advance the state-of-the-art.
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### Data Management and Analytics
### Hardware and Embedded Systems
### Parallel and Distributed Computing
### Computer Vision and Language
### GIVR - Graphics, Interaction, Visualisation and Reality
### Security, Cryptography & Digital Trust
Statistical Data Science and Applications
### PSF - Programming Languages, Software Engineering, and Formal Methods