Singapore Management University

Course Title	Level	Duration
5-Day AI Bootcamp	Intermediate	39 hrs
5-Day AI Bootcamp (Synchronous E-learning)	Intermediate	39 hrs
Advanced Technology Stack Series: Establishing Foundation in Cloud Services and Applications	Basic	14 hrs
Advanced Technology Stack Series: Jump Start in Artificial Intelligence, Machine Learning and Deep Learning	Basic	14 hrs
AI and Machine Learning in FinTech	Basic	15 hrs
AI and Machine Learning in FinTech (Synchronous e-learning)	Basic	15 hrs
Anti-Money Laundering and its Ecosystem	Basic	7.5 hrs
Applying User Entity Behavioural Analytics (for Financial Sector)	Intermediate	30 hrs
Artificial Intelligence: A Layman’s Approach	Basic	7.5 hrs
Artificial Intelligence: A Layman’s Approach (Synchronous e-learning)	Basic	7.5 hrs
Cloud Architecture Fundamentals (for Financial Sector)	Basic	23 hrs
Cloud Computing Essentials (for Financial Sector)	Basic	15 hrs
Cloud DevOps Practice (for Financial Sector)	Basic	21 hrs
Cloud Migration and Deployment Implementation (for Financial Sector)	Basic	22 hrs
Cloud Operations (for Financial Sector)	Basic	21 hrs
Cloud Security Practice (for Financial Sector)	Basic	21 hrs
Cloud Technology & Automation (for Financial Sector)	Basic	15 hrs
Cyber Forensics	Intermediate	15 hrs
Cyber Security Risk Management for Finance Professionals	Basic	14.5 hrs
Cybersecurity Fundamentals	Basic	22 hrs
Cybersecurity Landscape & Adoption of Emerging Technologies in Cybersecurity	Basic	7 hrs
Cybersecurity Operations and Maintenance	Intermediate	28 hrs
Cybersecurity Programme and Risk Management	Intermediate	22 hrs
Cybersecurity Risk Management in Practice	Intermediate	22 hrs
DevSecOps Practice	Intermediate	15 hrs
Digital Business: Technologies and Transformation	Intermediate	15.5 hrs
Digital Finance Innovations in China: Digital Finance and Digital Currency	Basic	7 hrs
Driving Digital Transformation with Cloud	Basic	14 hrs
Enhancing Detection of Fraud & Money Laundering Using AI	Basic	7 hrs
Essentials of Cloud Computing	Intermediate	15 hrs
Implement: Data Governance	Basic	15 hrs
Implement: Data Governance (Synchronous E-learning)	Basic	15 hrs
Implement: Data Protection Trust Mark (Synchronous E-learning)	Basic	15 hrs
Implementing an AI Bot	Basic	7 hrs
Implementing an AI Bot (Synchronous e-learning)	Basic	7 hrs
Industry 4.0 & Supply Chain Transformation: Developing a Digital Supply Chain Strategic Mindset	Basic	21 hrs
Industry 4.0 & Supply Chain Transformation: Developing a Digital Supply Chain Strategic Mindset (Synchronous E-learning)	Basic	23 hrs
Internet of Things: Technology & Applications	Basic	15 hrs
IT Fundamentals (Synchronous E-Learning)	Basic	36 hrs
ITSM for Cybersecurity	Intermediate	22 hrs
PDPA - An Operational Perspective	Basic	7 hrs
PDPA - An Operational Perspective (Synchronous e-learning)	Basic	7 hrs
Professional Certificate in Web Application Development Module: Back-End Web App Development with Databases (Synchronous e-Learning)	Basic	14 hrs
SMU Certificate in Artificial Intelligence Module 1: Building AI Capability with Basic Coding for Business (Synchronous e-learning)	Intermediate	15 hrs
SMU Certificate in Artificial Intelligence Module 2: Mastering Machine Learning with Coding (Synchronous e-learning)	Intermediate	23 hrs
SMU Executive Certificate in China Business Module 2: Understanding the “ABCD” Drivers of the New Digital Economy in China	Basic	7 hrs
SMU Executive Certificate in China Business Module 2: Understanding the “ABCD” Drivers of the New Digital Economy in China (Synchronous E-Learning)	Basic	7 hrs
SMU Executive Certificate in China Business Module 5: Tapping into the Innovation and Entrepreneurship Ecosystem in China	Basic	7 hrs
Stakeholder and IT Outsourcing Contract Management	Basic	22 hrs
The Future of Work – Harnessing the Limitless Potential of AI and IOT	Basic	7 hrs
Tooling/Lab Practice (Hands-on Practice of Threat Intelligence)	Intermediate	28 hrs
Advanced Certificate in Applied Data Analytics Module 5: Understanding Big Data with Cloud Computing (Synchronous e-Learning)	Intermediate	14 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 1: Designing and Prototyping Clouds Apps	Basic	15 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 2: Architecting the AWS Cloud	Basic	15 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 3: Test Driven Development	Basic	15 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 4: Continuous Integration, Delivery and Deployment (CI/CD) on AWS	Basic	15 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 5: DevOps on AWS	Basic	15 hrs
Advanced Certificate in AWS Cloud Architecting and DevOps Module 6: Practical Lab in Developing Applications on AWS	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 1: Web Programming with AWS Cloud9	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 2: Smart Apps and APIs with AWS AI Services	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 3: Databases and Data Infrastructure on AWS	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 4: Modern Web UIs with React and AWS Amplify	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 5: Building Web APIs with AWS Elastic Beanstalk	Basic	15 hrs
Advanced Certificate in AWS Cloud Services and Technicals Module 6: AWS Cloud Services and Applications	Basic	15 hrs
Advanced Certificate in Cyber Risk Management in the Digital Age Module 1: A Holistic Approach to Managing Enterprise Security Programmes (Synchronous e-learning)	Basic	39 hrs
Advanced Certificate in Cyber Risk Management in the Digital Age Module 4: Boosting Cybersecurity with Data Governance and Security Management	Basic	15 hrs
Advanced Certificate in Cyber Risk Management in the Digital Age Module 4: Boosting Cybersecurity with Data Governance and Security Management (Synchronous E-learning)	Basic	15 hrs
Advanced Certificate in Data Protection Principles Module 1: Data Protection Principles in Asia Part 1 - Singapore, Hong Kong, India	Intermediate	14 hrs
Advanced Certificate in Data Protection Principles Module 2: Data Protection Principles in Asia Part 2 - Philippines, Malaysia	Intermediate	14 hrs
Advanced Certificate in Data Protection Principles Module 2: Data Protection Principles in Asia Part 2 - Philippines, Malaysia (Synchronous E-learning)	Intermediate	14 hrs
Advanced Certificate in Digital Business Module 1: Leading with Data Driven Strategy	Intermediate	15 hrs
Advanced Certificate in Digital Business Module 3: Introduction to Robotic Process Automation	Basic	15 hrs
Advanced Certificate in Digital Business Module 11: Smart Logistics	Intermediate	15 hrs
Advanced Certificate in Digital Health Module 4: Legal Issues and Risk Management	Intermediate	22 hrs
Advanced Certificate in Digital Health Module 4: Legal Issues and Risk Management (Synchronous E-Learning)	Intermediate	22 hrs
Advanced Certificate in Governance, Risk Management and Data Compliance Module 3: Data Ethics and AI Governance Frameworks	Intermediate	15 hrs
Advanced Certificate in Governance, Risk Management and Data Compliance Module 3: Data Ethics and AI Governance Frameworks (Synchronous e-learning)	Basic	15 hrs
Advanced Certificate in RegTech Module 3: RegTech Innovation Focus I - Digitalisation, Data Analytics, Machine Learning and AI	Basic	14 hrs
Advanced Certificate in RegTech Module 3: RegTech Innovation Focus I - Digitalisation, Data Analytics, Machine Learning and AI (Synchronous e-learning)	Basic	14 hrs
Advanced Certificate in Supply Chain Innovation and Transformation Module 3: Internet of Things Sensors and Actuators	Intermediate	23 hrs
Advanced Certificate in Supply Chain Innovation and Transformation Module 4: Autonomous Technologies and Robotics	Basic	23 hrs
Advanced Certificate in Technical Fundamentals of Cybersecurity Module 1: Proactive Cybersecurity with Security Assessment and Testing	Basic	32 hrs
Advanced Certificate in Technical Fundamentals of Cybersecurity Module 1: Proactive Cybersecurity with Security Assessment and Testing (Synchronous e-learning)	Basic	32 hrs
Advanced Certificate in Technical Fundamentals of Cybersecurity Module 2: Effective First Incident Response (Synchronous e-learning)	Basic	23 hrs
Advanced Certificate in Technical Fundamentals of Cybersecurity Module 3: The Fundamentals of Digital Forensics	Basic	15 hrs
Advanced Certificate in Technical Fundamentals of Cybersecurity Module 4: Introduction to 5G Networks	Basic	31 hrs
Graduate Certificate in Digital Finance Module 3: AI and Robotic Process Automation (Synchronous e-learning)	Basic	16 hrs
Graduate Certificate in Digital Finance Module 4: IOT and Cloud	Basic	16 hrs
Graduate Certificate in Digital Finance Module 4: IOT and Cloud (Synchronous e-learning)	Basic	16 hrs
Graduate Certificate in Digital Finance Module 6: Managing Expanding Cyber Risks	Basic	16 hrs	”
Graduate Certificate in Digital Finance Module 6: Managing Expanding Cyber Risks (Synchronous e-learning)	Intermediate	16 hrs	”
Graduate Certificate in Digital Health Module 4 : Legal Issues & Risk Management (Synchronous E-Learning)	Intermediate	22 hrs
Graduate Certificate in Digital Health Module 4: Legal Issues & Risk Management	Basic	22 hrs
Graduate Certificate in LegalTech Module 2: AI, Machine Learning and Robotic Process Automation	Basic	11 hrs
Graduate Certificate in LegalTech Module 2: AI, Machine Learning and Robotic Process Automation (Synchronous e-learning)	Basic	11 hrs
Graduate Certificate in LegalTech Module 3: Data Privacy & Cybersecurity	Basic	11 hrs