Program Overview

---

Programmes for Individuals

The university offers a wide range of programmes for individuals, including Executive & Professional Development, Graduate Certificate in Computing Foundations, Career Switching Programmes, Course Catalogue, and Join Our Mailing List.

Executive & Professional Development

This programme offers various courses and certificates in areas such as:

• Artificial Intelligence and Machine Learning
• Business Analytics & Data Science
• Cloud Computing & Internet of Things
• Cybersecurity & Data Governance
• Digital Business & Technopreneurship
• Digital Health & Nursing Informatics
• Digital / Green Technology & Innovation Management
• Digital Transformation & Change Leadership
• Emerging Technologies – Quantum, 5G
• FinTech & Blockchain
• Interactive Media Development & Metaverse
• Software Engineering & Programming
• UI/UX Design & Digital Product Management
• Workflow Automation

Artificial Intelligence and Machine Learning

This programme includes:

• Advanced Professional Certificates:
  • Applied Artificial Intelligence and Machine Learning
  • Artificial Intelligence and Machine Learning for Executives and Technopreneurs
• Professional Certificates:
  • AI & Machine Learning Basics
  • Artificial Intelligence and Machine Learning Foundation for Executives
  • Artificial Intelligence for Business
  • Applied Machine Learning
  • ChatGPT, Advanced Chat Models, and Generative AI
  • Enterprise Deployments and Applications for Large Language Models
  • Fundamentals of Computer Vision
  • Machine Learning for Business
  • Machine Learning Operations
  • Machine Learning Using Python
  • Text Processing
• Short Courses:
  • Advanced Deep Learning for Computer Vision
  • Advanced Machine Learning: Deep Learning
  • Building Trust and Safety with AI Analytics
  • Essentials of AI-assisted Coding

Business Analytics & Data Science

This programme includes:

• Advanced Professional Certificates:
  • Business Analytics
  • Data Engineering
• Professional Certificates:
  • Business Analytics
  • Data Engineering Foundations
  • Data-Driven Business Decisions and FinTech Strategies
  • Data Engineering with Cloud
  • Database Management
  • Data Strategy and Storytelling
  • Digital Business Analysis
  • Getting Started with Azure Cloud and Data Analytics
  • Machine Learning Using Python
• Short Courses:
  • Azure Data Lake and Data Streaming
  • Azure Data Storage and Data Pipelines
  • Data Warehouse and Azure Synapse Analytics
  • Python for Data Science

Cloud Computing & Internet of Things

This programme includes:

• Advanced Professional Certificate:
  • Internet of Things
• Professional Certificates:
  • Basic Electronics and Microcontroller Programming for IoT
  • Cloud Computing Foundations
  • Cloud Technologies for IoT
  • Deep Learning for IoT
• Short Courses:
  • Cloud Begins with Me
  • Internet of Things Begins with Me

Cybersecurity & Data Governance

This programme includes:

• Advanced Professional Certificate:
  • Cybersecurity and Data Governance
• Professional Certificates:
  • Cyber Forensics and Malware Analysis
  • Cybersecurity and Privacy Engineering
  • Cybersecurity Fundamentals and Ethical Hacking
  • Governance, Risk & Data Breach Management
• Short Course:
  • Cybersecurity Begins With Me

Digital Business & Technopreneurship

This programme includes:

• Advanced Professional Certificate:
  • Digital Business
• Professional Certificates:
  • Digital Marketing & Customer Insights
  • Digital Product Management
  • Digital Project Management
  • Web and Mobile Application Development

Digital Health & Nursing Informatics

This programme includes:

• Advanced Professional Certificates:
  • Digital Health Informatics
  • Nursing Informatics
• Professional Certificates:
  • Digital Health Informatics and Healthcare Logistics
  • Healthcare Analytics and Storytelling
  • Healthcare Computational Systems
  • Health Information Management

Digital / Green Technology & Innovation Management

This programme includes:

• Professional Certificate:
  • Technology-Enabled Service Innovation and Digital Innovation Leadership
• Short Courses:
  • Data Technology and Management for IT Professionals
  • Green Technology in the Digital Economy for Leaders

Digital Transformation & Change Leadership

This programme includes:

• Advanced Professional Certificate:
  • Digital Leadership and Strategy
• Professional Certificates:
  • Digital Leadership
  • Digital Project Management
  • Digital Transformation – Digital Capability and Agility
• Short Courses:
  • Digital Transformation in Banking & Financial Institutions
  • Leading through the Change – Digital Transformation

Emerging Technologies – Quantum, 5G

This programme includes:

• Professional Certificate:
  • Emerging and Disruptive Technologies
• Short Courses:
  • Leading 5G Industry Transformation (for Telecom and related Professionals)
  • Quantum Computing Fundamentals
  • 5G Architecture for Service Innovation
  • 5G as a Launchpad of Consumer Service Innovation
  • 5G as a Platform for Industry Transformation

FinTech & Blockchain

This programme includes:

• Advanced Professional Certificate:
  • Fintech
• Professional Certificates:
  • FinTech Associate (Level 1)
  • FinTech Developer (Level 2)
  • FinTech Senior Developer (Level 3)
• Short Course:
  • Blockchain, Digital Currencies, and Distributed Ledgers Starts from Here

Interactive Media Development & Metaverse

This programme includes:

• Advanced Professional Certificate:
  • Immersive Technologies and Metaverse
• Professional Certificates:
  • Designing Metaverse-ready Immersive Experiences
  • Infrastructure of the Metaverse
  • Metaverse Business Opportunities
• Short Course:
  • Metaverse and Digital Twins

Software Engineering & Programming

This programme includes:

• Advanced Professional Certificate:
  • Full Stack Development
• Professional Certificates:
  • Backend Development
  • Data Structures and Algorithms
  • Frontend Development
  • Programming using Python and JavaScript
  • Programming
  • Software Engineering Practices
  • Web Application Deployment
  • Web and Mobile Application Development
• Short Courses:
  • Applied Computing Project
  • Client and IT Service Management

UI/UX Design & Digital Product Management

This programme includes:

• Advanced Professional Certificate:
  • Digital Design and Development
• Professional Certificates:
  • Digital Product Management
  • User Experience Design
  • User Interface and Interaction Design

Workflow Automation

This programme includes:

• Professional Certificate:
  • Robotic Process Automation
• Short Course:
  • Robotic Process Automation Begins with Me (Power Automate Desktop)

Graduate Certificate in Computing Foundations

This programme provides a foundation in computing and is designed for individuals who want to pursue a career in the field.

Career Switching Programmes

The university offers Career Conversion Programme and Career Transition Programme to help individuals switch careers.

Course Catalogue

The university provides a comprehensive course catalogue that lists all the available courses and programmes.

Join Our Mailing List

Individuals can join the university's mailing list to stay updated on the latest programmes and courses.

Training Solutions for Organisations

The university offers various training solutions for organisations, including Customised Programmes, Masterclass Series, Mentorship Support Grant, and Senior Management Programmes.

Customised Programmes

The university offers customised programmes that are tailored to meet the specific needs of organisations.

Masterclass Series

The university offers a masterclass series that provides in-depth training on specific topics.

Mentorship Support Grant

The university offers a mentorship support grant to help organisations develop their employees' skills.

Senior Management Programmes

The university offers senior management programmes that are designed to help senior managers develop their leadership skills.

Online Learning

The university offers online learning options, including Webinars and Self-Directed Online Programmes.

Webinars

The university offers webinars on various topics, including AI, ML, and data science.

Self-Directed Online Programmes

The university offers self-directed online programmes that allow individuals to learn at their own pace.

Youth Camps

The university offers youth camps that provide a fun and interactive way for young people to learn about technology and innovation.

Contact Us

For more information about the university's programmes and courses, please contact us.

Professional Certificate in AI and Machine Learning Basics

This programme provides a combination of theory and practice for participants and will articulate the fundamentals of AI and Machine Learning.

Programme Structure

The programme consists of the following courses:

• AI and Machine Learning Begins with Me
• Octave Programming for AI, Machine Learning and Data Analytics
• Applied Artificial Intelligence
• Introduction to Rapidminer

Programme Overview

This programme provides a combination of theory and practice for participants and will articulate the fundamentals of AI and Machine Learning. Participants will also learn how to deploy AI and Machine Learning in real-world business environments.

Programme Objectives

The programme objectives are:

• Articulating AI and Machine Learning definitions, approaches, and applications.
• Understanding AI’s advantages, constraints, and the future.
• Having basic skills in Octave programming to model the simple AI modules.
• Understanding basic AI techniques to handle real-world problems.
• Learning basic skills to use Rapidminer in the machine learning area.

Job Role Readiness

The programme will prepare learners for the following job roles:

• AI and Machine Learning apprentice
• AI and Machine Learning executives
• Business transformers
• Industry transformers
• Business advisors/analysts

Who Should Attend

The programme is designed for individuals who want to learn about AI and Machine Learning, including:

• Almost all the businesses and industries that would like to employ AI and Machine Learning professionals.
• All the businesses and industries that are going to transform their business model into an AI-driven one.

Programme Fees

The programme fees are as follows:

• Singapore Citizens: S$3,245.00 (39 years old or younger), S$2,145.00 (40 years old or older)
• Singapore PRs: S$3,245.00 (39 years old or younger), S$2,145.00 (40 years old or older)
• Enhanced Training Support for SMEs: S$3,245.00 (39 years old or younger), S$2,145.00 (40 years old or older)
• International Participants: S$5,995.00

Instructors

The programme instructors are:

• Dr Amirhassan Monajemi
• Dr Ai Xin
• Dr Sanka Rasnayaka

Funding Available

The programme is eligible for the following funding:

• SkillsFuture Funding
• SkillsFuture Credit
• Enhanced Training Support
• SFEC
• UTAP
• PSEA