Program Overview

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Programmes for Individuals

The university offers a range of programmes for individuals, including Executive & Professional Development, Graduate Certificate in Computing Foundations, and Career Switching Programmes.

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 for individuals who wish to pursue a career in the field.

Career Switching Programmes

This programme includes:

• Career Conversion Programme
• Career Transition Programme

Training Solutions for Organisations

The university offers customised programmes, masterclass series, mentorship support grant, and senior management programmes for organisations.

Online Learning

The university offers webinars, self-directed online programmes, and other online learning opportunities.

Self-Directed Online Programmes

This programme includes:

• AI, ML and Data Science Programme
• Analytics: From Data to Insights
• Chief Data and AI Officer Programme
• Chief Technology and AI Officer Programme
• Cloud Computing: Strategy, Compliance and Migration Plan
• Cybersecurity – Integrated with AI
• Full Stack Development with AI
• Generative AI: Fundamentals to Advanced Techniques
• Programming with Python
• Technology Leadership and Innovation Programme

Youth Camps

The university offers youth camps for young individuals who wish to learn about technology and innovation.

Contact Us

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

Professional Certificate in Infrastructure of the Metaverse

Programme Structure

The programme consists of the following courses:

• Artificial Intelligence and Machine Learning for Metaverse
• Cloud Computing for Metaverse
• Blockchain, Internet-Of-Things, and Ubiquitous AI for Metaverse

Programme Overview

The infrastructure of the metaverse is the backbone of the emerging technology. The metaverse refers to a virtual world or universe that is shared by millions of users and is fully immersive, interactive, and persistent.

Programme Objectives

This programme aims to equip learners with the following competencies:

• Understand how Artificial Intelligence (AI) and Machine Learning (ML) play an integral role in the foundation and development of Metaverse
• Design a viable business idea using AI and ML to support the Metaverse
• Learn how cloud computing plays a role in the metaverse
• Gain an understanding of the various cloud technologies required for metaverse and immersive technology applications
• Understand how Blockchains, the Internet of Things, and ubiquitous Artificial Intelligence (AI) can be used in the Metaverse
• Discover the benefits of applying disruptive technologies (Blockchain, Internet of Things (IoT), and ubiquitous Artificial Intelligence) in the Metaverse

Job Role Readiness

This programme will prepare learners in the following job roles to perform their responsibilities more effectively:

• Executives, Developers, Designers and Managers in IT-related fields, business development, strategic planning, operations, Cloud Engineers, and Infrastructure Architects

Who Should Attend

This programme is designed for professionals and mid-career Professionals, Managers, Executives and Technicians (PMETs).

Prerequisites

• At least a polytechnic diploma
• Some knowledge and understanding of immersive technologies and the metaverse
• Basic metaverse knowledge

Programme Fees

The programme fees are as follows:

• Singapore Citizens: S$3,363.00 (39 years old or younger), S$2,223.00 (40 years old or older)
• Singapore PRs: S$3,363.00 (39 years old or younger), S$2,223.00 (40 years old or older)
• Enhanced Training Support for SMEs: S$6,213.00
• International Participants: S$6,213.00

Instructors

The programme instructors include:

• Dr Ai Xin
• Dr Amirhassan Monajemi
• Dr Ganesh Neelakanta Iyer

NUS Computing Executive Education

The programme is offered by NUS Computing Executive Education, which provides a range of programmes for individuals and organisations.