AI and Analytics

The courses in this area have been provided by members of the Academic Institution Curriculum Advisory Committee.

Course Title	Institution	Level	Duration
Machine Learning Fundamentals: Specialist Diploma in Applied Artificial Intelligence Modular Course	RP	Basic	30 hrs
5-Day AI Bootcamp	SMU	Intermediate	39 hrs
5-Day AI Bootcamp (Synchronous E-learning)	SMU	Intermediate	39 hrs
Advanced Certificate in Digital Business Module 1: Leading with Data Driven Strategy	SMU	Intermediate	15 hrs
Advanced Certificate in Digital Health Module 4: Legal Issues and Risk Management	SMU	Intermediate	22 hrs
Advanced Certificate in Digital Health Module 4: Legal Issues and Risk Management (Synchronous E-Learning)	SMU	Intermediate	22 hrs
Advanced Certificate in Governance, Risk Management and Data Compliance Module 3: Data Ethics and AI Governance Frameworks	SMU	Intermediate	15 hrs
Advanced Certificate in Governance, Risk Management and Data Compliance Module 3: Data Ethics and AI Governance Frameworks (Synchronous e-learning)	SMU	Basic	15 hrs
Advanced Certificate in RegTech Module 3: RegTech Innovation Focus I - Digitalisation, Data Analytics, Machine Learning and AI	SMU	Basic	14 hrs
Advanced Certificate in RegTech Module 3: RegTech Innovation Focus I - Digitalisation, Data Analytics, Machine Learning and AI (Synchronous e-learning)	SMU	Basic	14 hrs
Advanced Certificate in Supply Chain Innovation and Transformation Module 4: Autonomous Technologies and Robotics	SMU	Basic	23 hrs
Advanced Mathematical Optimization	SUSS	Advanced	18 hrs
Advanced Technology Stack Series: Establishing Foundation in Cloud Services and Applications	SMU	Basic	14 hrs
Advanced Technology Stack Series: Jump Start in Artificial Intelligence, Machine Learning and Deep Learning	SMU	Basic	14 hrs
AI & Cybersecurity	NUS	Intermediate	19.5 hrs
AI and Machine Learning Begins With Me (Synchronous e-learning)	NUS	Basic	2 days hrs
AI and Machine Learning in FinTech	SMU	Basic	15 hrs
AI and Machine Learning in FinTech (Synchronous e-learning)	SMU	Basic	15 hrs
AI, Blockchain, Quantum Computing and Cloud in Banking and Insurance	SUSS	Basic	14 hrs
Applications of Artificial Intelligence in Healthcare	SUSS	Basic	36 hrs
Applied Artificial Intelligence	NUS	Basic	13.5 hrs
Applied Artificial Intelligence with Python	RP	Basic	16 hrs
Applied Data Analytics in Business	SP	Basic	10.5 hrs
Applied Regression Analysis I	SUSS	Advanced	18 hrs
Applied Regression Analysis II	SUSS	Advanced	18 hrs
Appreciation of IoT and Data Management	SP	Basic	8 hrs
Architecting Systems For Real Time Data Processing	NUS	Intermediate	19.5 hrs
ARM Processor for Embedded IoT System: Architecture, Interfacing and Programming	NTU	Basic	21 hrs
Artificial Intelligence & Business Strategy Module 1: Overview of AI and Its Entrepreneurial Landscape, Computer Vision and Machine Learning	NTU	Basic	7 hrs
Artificial Intelligence & Business Strategy Module 2: AI in Autonomous Vehicles and AI in Society and Future Prospects	NTU	Basic	7 hrs
Artificial Intelligence in Broad Strokes (Synchronous e-Learning)	SIT	Basic	16 hrs
CoC in AI for Non-Engineering Learners (Fundamentals of AI with Microsoft Azure)	ITE	Basic	7 hrs
CoC in AI for Non-Engineering Learners (Computer Vision with Microsoft Azure)	ITE	Basic	14 hrs
CoC in Micro:bit Applications	ITE	Basic	7 hrs
CoC in Introduction to High Performance Computing (HPC)	ITE	Basic	7 hrs
Data Analytics using IoT Cloud Platform	ITE	Basic	7 days