NTU College of Computing and Data Science
Minor in Artificial Intelligence
Foundational understanding of AI concepts, methods, and applications across disciplines.
The Minor in Artificial Intelligence (AI) provides students with a foundational understanding of AI concepts, methods, and applications across disciplines. Designed for students outside the College of Computing and Data Science, the minor emphasises AI literacy, computational thinking, and responsible engagement with AI technologies.
Students gain exposure to how AI systems are developed, applied, evaluated, and governed, enabling them to understand both the capabilities and limitations of AI in real-world contexts.
Who This Minor Is For
This minor is suitable for undergraduate students who:
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Want structured exposure to artificial intelligence alongside their primary discipline
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Seek to understand how AI is applied across domains such as business, science, engineering, and the humanities
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Are interested in developing the ability to reason critically about AI systems and their societal impact
This minor is not intended for CCDS students or programmes that already include substantial AI content as part of their core curriculum.
What You Will Learn
Through this minor, students will:
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Develop foundational understanding of key AI principles and techniques
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Learn to engage with AI systems through critical use, evaluation, and interpretation
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Examine ethical, legal, and societal considerations surrounding AI
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Apply AI concepts across different disciplinary contexts
The curriculum balances technical foundations, applications, and ethics, offering breadth without requiring a full computing degree.
Programme Structure
To be awarded the Minor in Artificial Intelligence, students must complete 15 Academic Units (AUs).
This typically includes:
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Compulsory courses introducing computational thinking and AI fundamentals
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Elective courses that explore AI applications, ethics, and selected advanced topics
Courses taken under the minor may be counted towards Unrestricted Electives, subject to University regulations.
Up to 6 AUs of equivalent courses may be considered for credit transfer, in accordance with NTU policies.
Course Selection & Progression
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Courses may be taken in any order, provided prerequisites are met
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Compulsory courses must be completed before advanced AI electives
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Courses may be spread across multiple semesters, subject to availability
Specific course offerings and prerequisites are published by the University and may change over time.
Eligibility & Important Notes
Available To
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Undergraduate students from NTU and NIE
Not Available To
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CCDS degree programme students
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Degree programmes with significant AI or data analytics components
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Selected double degree and joint degree programmes
Students should review official eligibility criteria carefully before planning their study pathway.
Frequently Asked Questions
Do I need prior programming experience?
Students are expected to complete an introductory programming or computational thinking course as part of the minor. This provides the foundation needed to engage meaningfully with AI concepts.
Can I complete minor courses during exchange?
Students may complete up to two elective courses during exchange, subject to course mapping and approval. Compulsory courses must be completed at NTU.
How does this minor support employability?
AI literacy is increasingly relevant across disciplines. This minor equips students with the ability to understand, evaluate, and engage with AI-enabled systems in professional and societal contexts.
Official Requirements
Detailed course lists, prerequisites, and academic regulations are governed by University policy.
View official programme requirements and policies →
Next Steps