Advanced Professional Certificate in Business Analytics
Program Overview
Programmes for Individuals
The university offers a range of programmes for individuals, including Executive & Professional Development, Graduate Certificate in Computing Foundations, Career Switching Programmes, and Course Catalogue.
Executive & Professional Development
This programme offers various certificates and courses in areas such as:
- Artificial Intelligence and Machine Learning
- 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
- Advanced Professional Certificates
- Business Analytics & Data Science
- 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
- Advanced Professional Certificates
- Cloud Computing & Internet of Things
- 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
- Advanced Professional Certificate
- Cybersecurity & Data Governance
- 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
- Advanced Professional Certificate
- Digital Business & Technopreneurship
- Advanced Professional Certificate
- Digital Business
- Professional Certificates
- Digital Marketing & Customer Insights
- Digital Product Management
- Digital Project Management
- Web and Mobile Application Development
- Advanced Professional Certificate
- Digital Health & Nursing Informatics
- 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
- Advanced Professional Certificates
- Digital / Green Technology & Innovation Management
- 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
- Professional Certificate
- Digital Transformation & Change Leadership
- 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
- Advanced Professional Certificate
- Emerging Technologies – Quantum, 5G
- 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
- Professional Certificate
- FinTech & Blockchain
- 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
- Advanced Professional Certificate
- Interactive Media Development & Metaverse
- 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
- Advanced Professional Certificate
- Software Engineering & Programming
- 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
- Advanced Professional Certificate
- UI/UX Design & Digital Product Management
- Advanced Professional Certificate
- Digital Design and Development
- Professional Certificates
- Digital Product Management
- User Experience Design
- User Interface and Interaction Design
- Advanced Professional Certificate
- Workflow Automation
- Professional Certificate
- Robotic Process Automation
- Short Course
- Robotic Process Automation Begins with Me (Power Automate Desktop)
- Professional Certificate
Graduate Certificate in Computing Foundations
The Graduate Certificate in Computing Foundations is designed for individuals who want to gain a solid foundation in computing.
Career Switching Programmes
The Career Switching Programmes include:
- Career Conversion Programme
- Career Transition Programme
Course Catalogue
The Course Catalogue provides a comprehensive list of courses offered by the university.
Training Solutions for Organisations
The university offers customised programmes, masterclass series, mentorship support grant, and senior management programmes for organisations.
Customised Programmes
Customised programmes are designed to meet the specific needs of organisations.
Masterclass Series
The Masterclass Series offers a range of masterclasses on various topics.
Mentorship Support Grant
The Mentorship Support Grant provides funding for organisations to support mentorship programmes.
Senior Management Programmes
Senior Management Programmes are designed for senior executives and managers.
Online Learning
The university offers online learning options, including webinars and self-directed online programmes.
Webinars
Webinars are online seminars that provide an opportunity for individuals to learn from experts in various fields.
Self-Directed Online Programmes
Self-Directed Online Programmes include:
- 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 want to learn about various topics.
Advanced Professional Certificate in Business Analytics
The Advanced Professional Certificate in Business Analytics is designed to equip learners with the skills and knowledge needed to become a business analyst.
Programme Overview
The programme consists of three stages, each with a professional certificate and short courses.
Programme Objectives
The programme objectives include:
- Learn what Business Analysis is & skillsets needed to be a Business Analyst.
- Learn data structures and programming constructs in Python and have a strong foundation in Python programming.
- Learn and apply the Python programming language for creating Machine Learning applications.
- Understand big data and how big data analytics can help organizations achieve a competitive advantage.
- Learn how to make strategic use of the data available in organizations.
- Learn how to communicate data insights through effective data storytelling.
Job Role Readiness
The programme prepares learners for job roles such as:
- Business Analyst
- Data Analyst
- Data Engineer
Who Should Attend
The programme is designed for professionals who plan to be a Data Analyst/ Business Analyst that is capable of integrating Business, Customer and Technology to produce digital products that the market needs.
Prerequisites
The prerequisites for the programme include:
- At least a polytechnic diploma (or equivalent)
Instructors
The programme instructors include:
- A/Prof Danny Poo
- Dr Ai Xin
- Dr Amirhassan Monajemi
- Mr Jim Lim Shien Min
- Ms Samantha Sow
- A/Prof Tan Wee Kek
- Dr Leong Wai Kay
Programme Fees
The programme fees include:
- Singapore Citizens: S$10,472.50 (39 years old or younger), S$6,922.50 (40 years old or older)
- Singapore PRs: S$10,472.50 (39 years old or younger), S$6,922.50 (40 years old or older)
- Enhanced Training Support for SMEs: S$10,472.50 (39 years old or younger), S$6,922.50 (40 years old or older)
- International Participants: S$19,347.50
Funding Available
Funding is available for courses under this Advanced Professional Certificate, including:
- SkillsFuture Funding
- SkillsFuture Credit
- Enhanced Training Support
- SFEC
- PSEA
Maximum Candidature Period
The maximum candidature period for the programme is three years from the start of the course.
Terms and Conditions
For more information on class cancellations and refunds, please visit the Terms and Conditions page.
