Curriculum Structure
Source: https://www.ntu.edu.sg/computing/admissions/undergraduate-programmes/curriculum-structure Parent: https://www.ntu.edu.sg/education/undergraduate-programme/bachelor-of-science-in-data-science-artificial-intelligence
To view the various Curriculum Structure, kindly scroll down the page.
### Course Offering/Major Prescribe Elective (MPE) List/Elective Focus/Specialisation
CE Major Prescribed Electives (MPE) Courses and Elective Focus Areas
- CE Major Prescribed Electives (MPE) Courses and Elective Focus Areas for AY2021 and later Cohorts
- CE Major Prescribed Electives (MPE) Courses and Elective Focus Areas for AY2020 and earlier Cohort
CSC Major Prescribed Electives(MPE) Courses and Specialisation (AY2021 and later Cohort) or Elective Focus Areas (AY2020 and earlier Cohort)
- CSC Major Prescribed Electives (MPE) Courses and Specialization for AY2021 and later Cohorts
- CSC Major Prescribed Electives (MPE) Courses and Elective Focus Areas for AY2020 and earlier Cohort\
DSAI Major Prescribed Electives (MPE) Courses
- DSAI Major Prescribed Electives (MPE) Courses for AY2021 and later Cohorts
- DSAI Major Prescribed Electives (MPE) Courses for AY2020 and earlier Cohorts\
AISC Major Prescribed Electives (MPE) Courses
### Computer Engineering Programme (CE)
Programme Information for AY2025
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2024
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2023
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2022
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2021
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students
- Curriculum Structure | Accelerated Bachelor Programme\
Programme Information for AY2020
- Curriculum Structure
- Curriculum Structure | Accelerated Bachelor Programme
- Curriculum Structure | Exempted Polytechnic Students
- [Engineering Fundamentals 2 (EF2) ](/docs/librariesprovider118/ug/ef2-ay2022-23-s1.pdf?sfvrsn=7047d8ab_3)Students from AY2020 intake onwards are required to take one course from the other five engineering schools (as core course) in Year 1 Sem 2 as EF2.
Programme Information for AY2019
- Curriculum Structure
- Curriculum Structure | Suggested Accelerated Bachelor Programme
- Curriculum Structure | Exempted Polytechnic Students
### Computer Science Programme (CSC)
Programme Information for AY2025
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic students (PA and PI option)
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- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2024
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic students (PA and PI option)
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- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2023
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme\
Programme Information for AY2022
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic students (PA and PI option)
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2021
- Curriculum Structure
- Curriculum Structure | Exempted Polytechnic Students\
- Curriculum Structure | Accelerated Bachelor Programme
Programme Information for AY2020
- Curriculum Structure
- Curriculum Structure | Accelerated Bachelor Programme
- Curriculum Structure | Exempted Polytechnic Students
- Engineering Fundamentals 2 (EF2) \ Students from AY2020 intake onwards are required to take one course from the other five engineering schools (as core course) in Year 1 Sem 2 as EF2.
Programme Information for AY2019
- Curriculum Structure
- Curriculum Structure | Suggested Accelerated Bachelor Programme
- Curriculum Structure | Exempted Polytechnic Students
- Exemptions List | Polytechnic Students
### Bachelor of Computing in Data Science and Artificial Intelligence (DSAI)
Programme Information for AY2025 and later Cohorts
Programme Information for AY2024
Programme Information for AY2023
Programme Information for AY2022
Programme Information for AY2021
Programme Information for AY2020
Programme Information for AY2019
### Bachelor of Computing (Hons) in Artificial Intelligence (AI) and Society (AISC)
Programme Information for AY2025 and later cohorts
Programme Information for AY2024
Curriculum Structure
Click here to download Curriculum Structure for Students Admitted in
AY25/26 and later Cohorts\ \ \ \
Courses that contribute towards the CGPA of each Constituent Degree****
For Students Admitted in AY23/24* _240925.pdf?sfvrsn=fab3ef28_3)\ For Students Admitted in AY22/23 _240925.pdf?sfvrsn=fab3ef28_3)\ For Students Admitted in AY21/22 _240925.pdf?sfvrsn=fab3ef28_3)\ For Students Admitted in AY20/21 .pdf?sfvrsn=c0d8aead_3)\ For Students Admitted in AY18/19 - AY19/20- * .pdf?sfvrsn=57dbcbea_3)
Curriculum Structure
Click here to download Curriculum Structure for Students Admitted in
AY25/26 and later cohorts\ \ \
\ .pdf?sfvrsn=d717402b_3)
Courses that contribute towards the CGPA of each Constituent Degree
For Students Admitted in AY23/24* .pdf?sfvrsn=be91fcce_1) \ For Students Admitted in AY22/23 .pdf?sfvrsn=be91fcce_1) \ For Students Admitted in AY21/22 .pdf?sfvrsn=be91fcce_1) \ For Students Admitted in AY20/21 .pdf?sfvrsn=eb270352_3) \ For Students Admitted in AY18/19 - AY19/20 .pdf?sfvrsn=be1fd40e_3)\
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### Double Degree in Computer Engineering/Computer Science and Economics (CEEC/CSEC)
Master 2 disciplines - computer engineering/computer science and economics - in this double degree programme jointly offered by NTU's College of Computing and Data Science (CCDS) and School of Humanities and Social Sciences.
Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2025 and later Cohorts
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Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2024
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Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2023
Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2022
Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2021
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Double Degree in Computer Engineering or Computer Science and Economics Programme Information for AY2020
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Courses that contribute towards the BEng (Computer Engineering) CGPA computation under the BEng (CSC) and B.SocSci (Econs) Double Degree
Programme (CSEC)\
Courses that contribute towards the BEng (Computer Engineering) CGPA computation under the BEng (CE) and B.SocSci (Econs) Double Degree Programme (CEEC)\
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### Computer Engineering/Computer Science with a Second Major in Business
The second major in Business is a collaboration between NTU's College of Computing and Data Science (CCDS) and the Nanyang Business School (NBS) which will equip students with both engineering and business knowledge, as well as competencies relevant for the global marketplace.
Computer Engineering or Computer Science with a Second Major in Business Programme Information for AY2025 and later cohorts
Mainstream track:
- Computer Engineering with a Second Major in Business Curriculum Structure
- Computer Science with a Second Major in Business Curriculum Structure
\ International Trading Programme (ITP) track:
- Computer Engineering with a Second Major in Business Curriculum (ITP) Curriculum Structure
- Computer Science with a Second Major in Business Curriculum (ITP) Curriculum Structure
Computer Engineering or Computer Science with a Second Major in Business Programme Information for AY2024
Mainstream track:
- Computer Engineering with a Second Major in Business Curriculum Structure
- Computer Science with a Second Major in Business Curriculum Structure
\ International Trading Programme (ITP) track:
- Computer Engineering with a Second Major in Business Curriculum (ITP) Curriculum Structure
- Computer Science with a Second Major in Business Curriculum (ITP) Curriculum Structure
Computer Engineering or Computer Science with a Second Major in Business Programme Information for AY2021
Mainstream track:
- Computer Engineering with a Second Major in Business Curriculum Structure
- Computer Science with a Second Major in Business Curriculum Structure
\ International Trading Programme (ITP) track:
- Computer Engineering with a Second Major in Business Curriculum (ITP) Curriculum Structure
- Computer Science with a Second Major in Business Curriculum (ITP) Curriculum Structure
Computer Engineering or Computer Science with a Second Major in Business Programme Information for AY2020\ \ Mainstream track:
- Computer Engineering with a Second Major in Business Curriculum Structure
- Computer Science with a Second Major in Business Curriculum Structure\
\ International Trading Programme (ITP) track:
- Computer Engineering with a Second Major in Business Curriculum (ITP) Curriculum Structure
- Computer Science with a Second Major in Business Curriculum (ITP) Curriculum Structure
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### Computer Engineering/Computer Science with a Second Major in Entrepreneurship
Programme Information for AY2025 and later Cohorts
- Computer Engineering with a Second Major in Entrepreneurship Curriculum Structure
- Computer Science with a Second Major in Entrepreneurship Curriculum Structure
Programme Information for AY2024
- Computer Engineering with a Second Major in Entrepreneurship Curriculum Structure
- Computer Science with a Second Major in Entrepreneurship Curriculum Structure
Programme Information for AY2021
- Computer Engineering with a Second Major in Entrepreneurship Curriculum Structure
- Computer Science with a Second Major in Entrepreneurship Curriculum Structure
### Computer Engineering/ Computer Science with a Second Major in Sustainability
Programme Information for AY2025 and later Cohorts
- Computer Engineering with a Second Major in Sustainability Curriculum Structure
- Computer Science with a Second Major in Sustainability Curriculum Structure
Programme Information for AY2024
- Computer Engineering with a Second Major in Sustainability Curriculum Structure
- Computer Science with a Second Major in Sustainability Curriculum Structure
Programme Information for AY2022
- Computer Engineering with a Second Major in Sustainability Curriculum Structure
- Computer Science with a Second Major in Sustainability Curriculum Structure
Programme Information for AY2025 and later Cohorts
Programme Information for AY2024
Programme Information for AY2022
### Computer Engineering with a Second Major in Data Analytics
Programme Information for AY2025 and later Cohorts
Programme Information for AY2024
Programme Information for AY2022
### Computer Engineering (CN Yang Scholars Programme) with a Second Major in Data Analytics
Programme Information for AY2023 and later Cohorts
### Scholars Programme (TAISP, CNYang, USP)
Turing AI Scholars Programme (TAISP)
Programme Information for AY2025 and later Cohorts
- Curriculum Structure | TAISP Programme (DSAI)
- Curriculum Structure | TAISP Programme (Computer Science)
- Curriculum Structure | TAISP Programme (AI & Society)
Programme Information for AY2024
- Curriculum Structure | TAISP Programme (DSAI)
- Curriculum Structure | TAISP Programme (Computer Science)
- Curriculum Structure | TAISP Programme (AI & Society)
CN Yang Scholars Programme
Programme Information for AY2023 and later Cohorts
USP Scholars Programme
Programme Information for AY2025 and later Cohorts
- Curriculum Structure | USP Programme (DSAI)
- Curriculum Structure | USP Programme (Computer Engineering)\
- Curriculum Structure | USP Programme (Computer Science)
- Curriculum Structure | USP Programme (AISC)\
Programme Information for AY2023/ AY2024
- Curriculum Structure | USP Programme (DSAI)
- Curriculum Structure | USP Programme (Computer Engineering)\
- Curriculum Structure | USP Programme (Computer Science)
Programme Information for AY2022
- Curriculum Structure | USP Programme (DSAI)
- [Curriculum Structure | USP Programme (Computer Engineering)](/docs/librariesprovider118/ug/usp/ay2022/ay22-23_ce-with-usp-curriculum-structure_june-2022.pdf?sfvrsn=c81338f_3)
- Curriculum Structure | USP Programme (Computer Science)
Programme Information for AY2021 - Curriculum Structure | USP Programme (DSAI) - Curriculum Structure | USP Programme (Computer Engineering) - Curriculum Structure | USP Programme (Computer Science)\
Programme Information for AY2020
- Curriculum Structure | USP Programme (Computer Engineering)
- Curriculum Structure | USP Programme (Computer Science)
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