NTU College of Computing and Data Science

Computing Education for an AI-Shaped World

Understanding computing systems. Exercising judgement. Building reliably & responsibly.

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.

Learn with AI, but think for yourself.

Read the full framework →
Research at CCDS
Research at CCDS spans foundational and applied areas in computing, data science, and artificial intelligence, addressing complex challenges across domains and industries.
Key research strengths include artificial intelligence and machine learning, data science and analytics, and core computing systems and security.
Discover research →

Life at CCDS

Discover the CCDS Community

Meet the students, faculty, alumni and partners who bring the CCDS community to life.

Events at CCDS

Learn, Connect and Discover

Explore upcoming talks, workshops, seminars and conferences featuring ideas, innovations and conversations shaping the future of computing.