Introduction
Key Benefits- Gain a foundational understanding of artificial intelligence.
- Learn how AI is applied in practical contexts.
- Visit NTU’s state-of-the-art research & lab facilities where innovation comes to life through prototypes and research.
- Experience an industrial visit.
- Connect and collaborate with a diverse group of motivated peers.
- Discover insights into NTU’s undergraduate or master’s programmes.
- Enjoy a memorable glimpse into life at a world-class university.
- Explore some of Singapore’s iconic landmarks.
Course Objectives
Course Outline
Session 1: Foundations of Generative AI
Introduction to the core concepts, history, and transformative power of GenAI
Session 2: Mastering AI Co-pilots & Assistants
Building proficiency in using AI as a daily productivity partner
Session 3: Introduction to Agentic AI
Exploring autonomous AI systems that plan, act, and execute tasks
Integrating AI skills into academic, professional, and innovative projects
Session 5: Best Group Presentation Challenge
- Define key AI, ML, and deep learning concepts.
- Analyze AI decision-making in game environments.
- Explain how machine learning algorithms like SVM and logistic regression work.
- Introduction to Generative AI and its Applications.
- Identify the core components of Agentic AI systems and the ethical implications of AI.
Course Outline
Session 1: Foundations of Generative AI
Introduction to the core concepts, history, and transformative power of GenAI
- What is Generative AI?
Explore how GenAI differs from traditional AI, key models (GPT, DALL-E, diffusion), and the shift from analysis to creation. - From Chatbots to Co-pilots
Hands-on introduction to prompting, AI ethics, and real-world applications across content, code, data, and design. - The GenAI Tech Stack
Understand foundational models, APIs, fine-tuning, and the ecosystem of tools driving the AI revolution.
Session 2: Mastering AI Co-pilots & Assistants
Building proficiency in using AI as a daily productivity partner
- Co-pilot Fundamentals
Learn effective prompting strategies for ChatGPT, Copilot, Gemini, and Claude across writing, research, and ideation. - Code & Data Co-pilots
Apply GitHub Copilot and AI data tools for debugging, documentation, analysis, and visualization. - Creative & Design Assistants
Use Midjourney, DALL-E, and Canva AI for prototyping, multimedia content, and visual storytelling.
Session 3: Introduction to Agentic AI
Exploring autonomous AI systems that plan, act, and execute tasks
- What Makes AI “Agentic”?
Understand agents vs. assistants: goal-driven behavior, tool use, memory, and multi-step reasoning. - Building Simple AI Agents
Hands-on with AutoGPT, BabyAGI, and custom GPTs to automate workflows, research, and analysis. - Agentic AI Applications
Examine use cases in customer support, business process automation, simulations, and personalized learning.
Integrating AI skills into academic, professional, and innovative projects
- AI-Enhanced Learning & Research
Leverage AI for literature reviews, brainstorming, peer feedback, and personalized study plans. - Future-Proof Your Career
Identify high-impact AI skills, build an AI portfolio, and explore emerging roles in the AI-augmented workplace. - Final Project: AI-Powered Solution
Design and present a concept using GenAI, co-pilots, or agentic AI to solve a real-world problem.
Session 5: Best Group Presentation Challenge
- Student-led analysis of a real-world AI application
- Presentations on ethical implications of a chosen AI technology
Course Availability
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Date(s): 03 to 07 Aug 2026
Venue: Nanyang Technological University
Registration is closed.
Experience AI and Innovation at NTU Singapore this Summer
Step into the world of artificial intelligence at Nanyang Technological University, Singapore (NTU), one of Asia’s leading universities for Data Science, AI, and Computer Science. Each run of the 5-day AI summer programme, is led by an NTU professor, introduces participants to modern AI, helping them understand key concepts and explore how AI can be applied in learning and work.
Participants will collaborate in teams on a Group Presentation Challenge to analyse real‑world AI applications and present their insights. The challenge fosters healthy competition as teams strive to emerge as the champion. This challenge not only builds teamwork and analytical skills but also gives participants hands-on experience applying AI concepts to real-world scenarios.
This exciting programme also includes exclusive visit to NTU’s state-of-the-art research labs, an industry visit, and an admission talk, which provide insight into university pathways and real-world innovation.
Beyond the classroom, participants will explore Singapore’s cultural landmarks, including Gardens by the Bay and Chinatown, and discover the city’s vibrant culture.
NTU GenAI Bootcamp provides participants a unique opportunity to deepen their understanding of AI, discover its real-world applications, and explore the exciting possibilities it opens for the future. Take your AI capabilities to the next level—learn directly from an NTU Professor. With four runs available, you can select the timing and level that best suit you.
Step into the world of artificial intelligence at Nanyang Technological University, Singapore (NTU), one of Asia’s leading universities for Data Science, AI, and Computer Science. Each run of the 5-day AI summer programme, is led by an NTU professor, introduces participants to modern AI, helping them understand key concepts and explore how AI can be applied in learning and work.
Participants will collaborate in teams on a Group Presentation Challenge to analyse real‑world AI applications and present their insights. The challenge fosters healthy competition as teams strive to emerge as the champion. This challenge not only builds teamwork and analytical skills but also gives participants hands-on experience applying AI concepts to real-world scenarios.
This exciting programme also includes exclusive visit to NTU’s state-of-the-art research labs, an industry visit, and an admission talk, which provide insight into university pathways and real-world innovation.
Beyond the classroom, participants will explore Singapore’s cultural landmarks, including Gardens by the Bay and Chinatown, and discover the city’s vibrant culture.
NTU GenAI Bootcamp provides participants a unique opportunity to deepen their understanding of AI, discover its real-world applications, and explore the exciting possibilities it opens for the future. Take your AI capabilities to the next level—learn directly from an NTU Professor. With four runs available, you can select the timing and level that best suit you.
| Dates | Education Level | |
| June Run | 29 June to 3 July 2026 | Pre-University |
| University | ||
| August Run | 3 to 7 August 2026 | Pre-University |
| University | ||
Undergraduate & Graduate Students
University students or graduates with an interest in AI and related technologies. Suitable for those who want to learn more about AI concepts, trends, and how the field is shaping innovation and technology.
University students or graduates with an interest in AI and related technologies. Suitable for those who want to learn more about AI concepts, trends, and how the field is shaping innovation and technology.
Assoc Prof Kwoh Chee Keong
Dr. Kwoh Chee Keong is currently in the College of Computing & Data Science since 1993. He received his Bachelor degree in Electrical Engineering (1st Class) and Master in Industrial System Engineering from the National University of Singapore in 1987 and 1991 respectively. He received his Ph.D. degrees from the Imperial College, University of London in 1995. His research interests include Data Mining and Soft Computing and Graph-Based inference; applications areas include Bioinformatics and Biomedical Engineering. He has done significant research work in his research areas and published over 90 quality international conferences and over 30 journal papers. He has been often invited as a organizing member or referee and reviewer for a number of premier conferences and journals, including GIW, IEEE BIBM, RECOMB, PRIB etc. Dr. Kwoh is a member of The Institution of Engineers Singapore, Association for Medical and Bio-Informatics, Imperial College Alumni Association of Singapore (ICAAS). He has provided many service to professional bodies and was conferred the Public Service Medal, the President of Singapore in 2008.
Chee Wei Tan
Dr. Tan received the M.A and Ph.D. degrees in Electrical Engineering from Princeton University. His research interests are Generative AI, wireless networking, health informatics, machine learning systems and distributed optimization. Some of his research has been published in ACM SIGCOMM, USENIX ATC, IEEE INFOCOM, ACM SIGMETRICS. Dr. Tan has served as the Editor for IEEE Transactions on Signal and Information Processing, IEEE Transactions on Cognitive Communications and Networking, IEEE/ACM Transactions on Networking, IEEE Transactions on Communications and as IEEE ComSoc Distinguished Lecturer. He received the Princeton University Wu Prize for Excellence, Google Faculty Award, 2024 IEEE CAI Honorable Mention Award in Foundation Models and Generative AI, several teaching excellence awards, and was selected twice for the U.S. National Academy of Engineering China-America Frontiers of Engineering Symposium.
