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Graduate Certificate in Artificial Intelligence for Business

Graduate Certificate
(Postgraduate)

The programme aims to equip students with skills to excel and grow as Artificial Intelligence and Machine Learning (ML) professionals.

Graduate Certificate in Artificial Intelligence for Business


Overview

Many industries across the globe are using Artificial Intelligence (AI) to increase business value, optimise operations, improve overall revenue, and utilise the workforce more efficiently. Despite the opportunities brought by AI, a trusted ecosystem is crucial to adopting AI technologies in a balanced approach that facilitates AI innovation and safeguards consumer interests. The skills and knowledge required to take AI applications and innovations to transform business and ensure inclusive and equitable benefits and mitigation of risks are evolving and becoming more interdisciplinary. To effectively take advantage of AI and overcome the difficulties posed by its application, business leaders must develop a practical understanding of AI.

The Graduate Certificate in Artificial Intelligence for Business takes the “X + AI” approach. It equips business professionals from different industry sectors and non-IT functions with relevant AI knowledge and skills to apply and use AI in their respective job roles. The curriculum was designed around real business opportunities and challenges that can be solved through AI and Machine Learning (ML) technologies. Students will examine the current state of important AI technologies and how they may be utilised to support their business needs through an engaging mix of introduction to key technology, business insights and case studies. Graduates will harness the power of AI to enable their organisations to deliver more relevant, personalised, and innovative products and services.


Admission Requirements

Refer to general admission criteria for graduate programmes.

This programme is currently unable to take in international students, i.e., you must be a Singapore citizen, permanent resident or a resident in Singapore (e.g., Employment Pass holder) in order to apply for admission.

Financial Assistance

The University offers course fee concession for selected graduate programmes. Please click here for more details.

Programme Structure

Each course in the GCAIB programme is 5 credit units (cu) unless stated otherwise and can be taken on a stand-alone basis. Upon successful completion of 15 cu of coursework, these courses can be stacked to a Graduate Certificate in Artificial Intelligence for Business.
Students have to maintain a minimum CGPA of 2.5 in their coursework as part of the fulfilment of the graduate certificate programme.

Compulsory Courses (15 cu)


The programme takes the “X + AI” approach, which equips learners from industry sectors and non-IT functions with relevant AI knowledge and skills to apply and use AI in their respective job roles. The program does not assume any technological background.

Our prospective learners are business executives who want to know how different types of AI and ML technologies could help solve their business problems, such as fostering innovation, accelerating product development or market differentiation; business leaders with strategic decision-making responsibilities, including prospective managers, current managers, and high-level executives, who are interested in leveraging AI; or business analyst who wants to deepen their tech skills in AI to stay relevant and future ready.

The courses are designed to equip students with skills to uncover the possibilities of applying AI to address real-life business challenges and enhance organisation performance. Students will be able to facilitate the production of scalable and optimised AI and machine learning models, extract and integrate data from various sources, transform large volumes of real-time unstructured data into actionable business insights and provide incremental business value as well as compelling and logically structured communication materials to facilitate stakeholder buy-in. The programme is geared towards the training of AI and Machine Learning professionals.
  1. How long is the duration to complete the Graduate Certificate in Artificial Intelligence for Business (GDAIB)?
    The GCAIB will take 6 to 12 months to complete.

  2. When are the lessons scheduled?
    Lessons are scheduled on weekdays evenings from 7 pm to 10 pm and some Saturday mornings or afternoons.

  3. What are the assessment components in each course?
    It consists of pre-course quizzes, participation, group-based assignments, and End of Course Assessments.

  4. Instead of signing up for a Graduate Certificate programme, can I just register for one course?
    Applicants may continue to sign up for modular courses as CET by submitting an application via the CET application portal. Upon successful completion of and attainment of the minimum Cumulative Grade Point Average (CGPA) of 2.50 for the required modular courses, eligible CET students may apply for the graduate certificate.

  5. What happens if I do not complete the graduate programmes (e.g. Graduate Certificate, Graduate Diploma, Master) within the candidature period? Can I apply to take the remaining courses via CET pathway?
    Students who have not completed their graduate programmes within the stipulated candidature period will not be eligible for the award of the qualification for such graduate programmes. Such students however may apply to take, via the CET pathway, the remaining courses which they did not complete under their graduate programmes as part of their personal learning and development . Such application will be subjected to the CET admission requirement. However, as such students have exceeded the candidature period for their graduate programmes, they will not be awarded the qualification for such graduate programmes even after taking and completing the remaining courses via the CET pathway (“Condition”).

    PLEASE NOTE THAT THIS COURSE, IS ONE OF THE COURSES UNDER A GRADUATE PROGRAMME. THEREFORE, APPLICANTS FOR THIS COURSE ARE SUBJECT TO THE FOREGOING CONDITION. BY SUBMITTING AN APPLICATION FOR THIS COURSE, THE APPLICANT AGREES TO BE SUBJECT TO THE FOREGOING CONDITION.
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