Every AI, data and digital programme we track from NTU Continuing Education. Open any course for fees, duration, funding signals and net-price help.
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The Certificate in AI Ethics and Governance, a joint certification between Nanyang Technological University (NTU), Singapore and the Singapore Computer Society (SCS), aims to recognise and certify professionals in AI Ethics and Governance.This certificati
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The Certificate in Responsible Generative AI Governance, a joint certification between Nanyang Technological University (NTU), Singapore and the Singapore Computer Society (SCS), aims to recognise and certify professionals in Responsible Generative AI Gov
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This course offers a foundational overview of machine learning, examining both analytic and ensemble approaches. Beginning with basic concepts, the course then progresses to linear regression, classification, kernel-based techniques. Learners will then ex
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This course approaches the tackling of complex and real-world problems with genetic algorithms and machine learning. Learners will explore optimisation techniques using genetic algorithms for solving challenges with mixed real-integer variables, numerous
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As the accountancy sector continues to transform, accounting professionals must upskill so that they can harness emerging technologies like AI, machine learning, and data analytics to greatly enhance efficiency and deliver real-time insights to assist in
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In today's rapidly evolving business landscape, the integration of Artificial Intelligence (AI) and cutting-edge technology is not just an advantage but a necessity. The five advanced business courses within the FlexiMasters in Business AI and Technology
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The FlexiMasters in Business and Financial Analytics is a cutting-edge programme offered by Nanyang Business School (NBS), Nanyang Technological University, Singapore. Designed to bridge the gap between traditional finance and modern data science, this pr
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(Please find the basic info to your queries on this trip)Schedule click hereThe objective of this trip is to focus on: Industry 4.0 in Action: Get behind-the-scenes access to advanced manufacturing zones and smart city pilots. AI & Digital Ecosystem Ins
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This is Module 1 of the Data Analytics with Python and Generative AI programme.Offered by Nanyang Business School, the Data Analytics with Python and Generative AI programme is designed in consultation with industry experts for financial services professi
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This is Module 2 of the Data Analytics with Python and Generative AI programme.Offered by Nanyang Business School, the Data Analytics with Python and Generative AI programme is designed in consultation with industry experts for financial services professi
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Offered by Nanyang Business School, the Data Analytics with Python and Generative AI programme is designed in consultation with industry experts for financial services professionals.Gain hands-on skills in Python and Generative AI to enhance coding, docum
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This is the Leading Business Pillar of the Digital Transformation and Leadership programme.Delivered by Nanyang Business School’s distinguished faculty, our Digital Transformation and Leadership Programme is designed to empower leaders with the necessary
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In this course, participants will review recent practitioner studies literature and established frameworks of student engagement, and then learn to apply reverse engineering using AI, to equip students with the tools necessary to better engage students in
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As AI becomes prevalent in education, there is an urgent need to consider how pedagogical approaches can move beyond integrating these emerging technologies toward leveraging them in ways that support, rather than supplant, students’ development of invent
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This two-day project-based learning professional development will be designed to introduce artificial intelligence (AI) fundamentals. Through this course, participants will engage in hands-on activities to gain a deeper understanding of AI and its applica
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This course will share some insights of the AI tools that are relevant to the participants. Participants will learn practical tips and strategies to leverage AI as a value-added tool in their teaching and learning. They will gain hands-on experience with
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This course will focus on the key considerations when designing a technology-enabled lesson with AI tools. Participants will plan learning experiences that facilitate the development of students’ 21st-century competencies and integrate AI technologies int
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The rapid development of generative artificial intelligence (AI) has brought about promises and challenges for various sectors, including education. This course aims to enhance educators' understanding of generative AI, including its affordances and limit
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Explore the fundamentals and applications of AI to improve social constructivist learning and inquiry.
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This course aims to help you develop an integrated foundational knowledge of AI and its transformational potential across many fields, especially education. The course is targeted at educators who want to develop a firmer understanding of AI that can guid
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This course aims to introduce the transformative potential of artificial intelligence for education (AIED) to professionals in the educational fraternity (e.g., teachers and learning or assessment specialists). As a practitioner-oriented course, it is ap
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This course introduces how to integrate artificial intelligence (AI) literacy into science lessons for Lower Secondary Science, specifically through an extension activity related to the 'Model' theme. The course is divided into two parts: (1) a study of t
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This course equips participants with practical problem-solving capabilities for the AI era by integrating computational thinking, structured reasoning, and hands-on application of Generative AI tools in workplace contexts. As organisations accelerate AI a
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This programme equips participants with the knowledge and practical skills to use Artificial Intelligence (AI) tools responsibly, safely, and effectively in workplace contexts. As AI systems evolve from content generation to more autonomous, action-orient
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This course equips participants with practical skills to improve workplace productivity by using Generative AI tools effectively across everyday professional tasks and workflows. As AI becomes increasingly integrated into modern workplaces, employees need
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This programme provides participants with practical, actionable tools and strategies to drive their organizations toward a data-driven, AI-powered future. Participants will gain the skills to implement AI solutions that improve operational efficiency, enh
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At the end of the programme, learners will be able to:Design and build AI-enabled web and enterprise applicationsIntegrate generative AI, Large Language Models, and existing AI services into software systems using APIs to build RAG-powered chatbots, confi
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AI-Powered UX Design and Digital Product Strategy
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The (SCTP) Advanced Professional Certificate in AI and Urban Intelligence for Future Cities equips forward-thinking professionals with cutting-edge expertise in AI-driven urban planning, smart infrastructure, and sustainable digital transformation. Spanni
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The exponential growth of the internet, globalization and the pandemic have accelerated the push for digital transformation in all sectors. Companies have pivoted and reinvented themselves to remain relevant. Much of this transformation involve changin
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According to recent 2025 market analyses, the global AI market has surged past $240 billion, nearly doubling its 2022 value. It is now projected to expand at a compound annual growth rate (CAGR) of approximately 28% to 34%, potentially reaching over $1 tr
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According to recent 2025 market analyses, the global AI market has surged past $240 billion, nearly doubling its 2022 value. It is now projected to expand at a compound annual growth rate (CAGR) of approximately 28% to 34%, potentially reaching over $1 t
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The Advanced Professional Certificate in Product Management for AI and Digital Finance prepares professionals to lead in a financial landscape increasingly shaped by fintech innovation, artificial intelligence, and regulatory change. Across seven modules,
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Discover digital innovation at NTU through AI, data analytics and blockchain, with expert teaching, case discussions and campus visits.
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Experience AI at NTU Singapore in a 5 day summer programme led by an NTU professor. Gain hands on skills, explore real world applications, and discover university pathways.
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Experience AI at NTU Singapore in a 5 day summer programme led by an NTU professor. Gain hands on skills, explore real world applications, and discover university pathways.
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Discover AI, FinTech and sustainability at the NTU Immersion Programme through faculty-led seminars, research visits, campus tours and cultural excursions.
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This course introduces learners to data structures and algorithms for constructing efficient computer programs based on Python. This course will cover the principles of algorithmic analysis and Artificial Intelligence (AI) algorithms. Learners will develo
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