Applications

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

Course Title	Institution	Level	Duration
5G Industry Practitioner (Overview)	SP	Intermediate	16 hrs
Advanced Customer Analytics	NUS	Advanced	21 hrs
Advanced Machine Learning: Deep Learning (Synchronous e-learning)	NUS	Basic	6.5 hrs
Advanced Manufacturing and Industrial IOT	SP	Intermediate	7 hrs
Application of Robotics	SP	Basic	8 hrs
Application of Data Engineering	SIT	Intermediate	48 hrs
Application of Robotics & Automation for Smart Factory	SIT	Intermediate	48 hrs
Architecting Software Solutions	NUS	Advanced	32.5 hrs
Autonomous Decision Making With Reinforcement Learning	NUS	Advanced	32.5 hrs
Autonomous Mobile Robots (AMR) Implementation and Applications	SP	Intermediate	16 hrs
Autonomous Robots & Vehicles	NUS	Intermediate	32.5 hrs
Autonomous Robots and Computer Vision	SP	Intermediate	7 hrs
Building a Low-Code Mobile Application	SP	Intermediate	16 hrs
CAAS Approved Unmanned Aircraft Pilot Licence (UAPL) Flying Training & Assessment (Helicopter)	SP	Intermediate	40 hrs
CAAS Approved Unmanned Aircraft Pilot Licence (UAPL) Flying Training & Assessment (Multi-rotor 7kg or less)	SP	Intermediate	32 hrs
CAAS Approved Unmanned Aircraft Pilot Licence (UAPL) Flying Training & Assessment (Multi-rotor greater than 7kg but up to 25kg)	SP	Intermediate	32 hrs
Certificate in Computer Applications (part of Diploma in Engineering (Computer Network & Systems))	SP	Basic	180 hrs
Certificate in Computer Programming and Networks (part of Diploma in Engineering (Computer Network & Systems))	SP	Basic	180 hrs
Certificate in Industrial Control Systems & Computer Network Security (part of Specialist Diploma in Operational Technology Cybersecurity (Industrial Control Systems))	SP	Basic	120 hrs
Certificate in Industrial Networks and Cybersecurity & Process Control (part of Advanced Diploma in Process Control and Instrumentation)	SP	Basic	120 hrs
Certificate in Internet of Things (IoT) Technologies (part of Diploma in Engineering (Computer Network & Systems))	SP	Intermediate	147 hrs
Certificate in IoT in Manufacturing (IMF) (part of Diploma in Engineering (Advanced Manufacturing))	SP	Intermediate	180 hrs
Certificate in Smart Systems & Cloud Computing (part of Specialist Diploma in Digital Technologies for a Smart City)	SP	Intermediate	135 hrs
CoC in Micro:bit Applications	ITE	Basic	7 hrs
CoC in Introduction to Drone Programming	ITE	Basic	7 hrs
CoC in Introduction to High Performance Computing (HPC)	ITE	Basic	7 hrs
Collaborative Robot Cell Integrated with Vision for Shop Floor Applications	SP	Intermediate	24 hrs
Collaborative Robots Programming and Applications	SP	Intermediate	40 hrs
Conversational UIs	NUS	Advanced	26 hrs
Create Your Own Augmented Reality (AR) Applications	ITE	Basic	9 hrs
Data Analytics for Industrial Applications	SP	Intermediate	16 hrs
Design Secure Mobile Architecture	NUS	Intermediate	19.5 hrs
DevOps Engineering and Automation	NUS	Intermediate	26 hrs
Digital Leadership in Advanced Manufacturing	SP	Basic	38 hrs
Digital Technologies for a Smart City	SP	Intermediate	15 hrs
Digital Transformation of Manufacturing	SP	Intermediate	15 hrs
Digital User Experience Design	NUS	Basic	19.5 hrs
Engineering Practice for Digital Transformation	SP	Intermediate	15 hrs
Enhance Production Efficiency with Augmented Reality (AR) Technology	SP	Intermediate	7 hrs
Envisioning 5G IoT Solutions	NUS	Intermediate	19.5 hrs
Essentials of 5G	SIT	Intermediate	16 hrs
Essentials of Basic Networking, Database and Web Applications for Advanced Manufacturing	SP	Basic	8 hrs
Feature Engineering & Analytics using IOT Data	NUS	Intermediate	19.5 hrs
FinTech – Blockchain (Beginners)	SP	Intermediate	120 hrs
FinTech – Blockchain (Intermediate)	SP	Intermediate	120 hrs
FinTech Essentials Programme	SP	Intermediate	40 hrs
FinTech Fundamentals Programme	SP	Basic	60 hrs
Hands On with Robotic Process Automation (Synchronous e-learning)	NP	Basic	16 hrs
Human-Robot System Engineering	NUS	Intermediate	26 hrs
I4.0 Learning Journey with SIRI	SP	Basic	7 hrs
Implementing Industrial Internet of Things for Shop Floor	SP	Intermediate	16 hrs
Industrial Autonomous Mobile Robots (AMRs) Navigation and Planning via ROS	SP	Intermediate	24 hrs
Industry 4.0 in Action (2 days) (synchronous e-learning)	RP	Basic	15.5 hrs
Industry 4.0 Vertical Integration from Shop-floor to Top-floor	SP	Intermediate	16 hrs
Intelligent Process Automation	NUS	Intermediate	19.5 hrs
Intermediate Robotic Process Automation	SP	Intermediate	14 hrs
Internet of Things(IoT) Systems and Applications	SP	Intermediate	16 hrs
Introduction to 5G Technology and Applications	SP	Basic	16 hrs
Introduction to Advanced Manufacturing	SP	Basic	7.5 hrs
Introduction to Blockchain	SP	Basic	16 hrs
Introduction to Data Analytics and Applications	SP	Basic	8 hrs
Introduction to Digital Transformation & Industrial IoT	SP	Basic	24 hrs
Introduction to Unmanned Aerial Systems (UAS) Technologies	SUTD	Basic	14 hrs
iOS Application Development	SUSS	Basic	36 hrs
IoT and Hybrid Mobile App Development	SP	Intermediate	12 hrs
Machine Learning, Deep Learning and Applications in Finance	SUSS	Intermediate	36 hrs
Machine Reasoning	NUS	Intermediate	26 hrs
Micro:bit − Build an Auto-Watering Plant System	ITE	Basic	7 hrs
Open Platform Communications Unified Architecture (OPC UA) for Advanced Manufacturing	SP	Intermediate	16 hrs
Platform Security	NUS	Advanced	26 hrs
Post-Diploma Certificate in Industrial Networks and Cybersecurity & Process Control (part of Advanced Diploma in Process Control & Instrumentation)	SP	Basic	85 hrs
Post-Diploma Certificate in Smart Systems & Cloud Computing (part of Specialist Diploma in Digital Technologies for a Smart City)	SP	Basic	89 hrs
Practical Applications of Condition Monitoring for Industry 4.0	SP	Intermediate	16 hrs
Product Design using AR and Lattice Optimization Techniques	SP	Basic	9 hrs
Professional Certificate in Digital Business Strategy	NUS	Advanced	39 hrs
Professional Certificate in Managing Digitalisation Complexity	NUS	Advanced	52 hrs
Robot Operating System Industrial (ROS-I)	SP	Intermediate	32 hrs
Robotic Process Automation	SP	Basic	12 hrs
Robotic Systems	NUS	Intermediate	32.5 hrs
Robotics and Automation Application	SP	Intermediate	16 hrs
RPA and IPA - Strategy and Management	NUS	Advanced	13 hrs
Secure Software Development Lifecycle for Agile	NUS	Intermediate	19.5 hrs
Software Robots - Best Practices	NUS	Intermediate	13 hrs
Spatial Reasoning from Sensor Data	NUS	Advanced	19.5 hrs
Systems Thinking	SUTD	Basic	14 hrs
Technology and Applications of Digital Transformation and Robotics	SP	Intermediate	14 hrs
Virtual Reality and Augmented Reality	SUSS	Intermediate	18 hrs
VR 360 Filmmaking	SP	Basic	16 hrs
Web Analytics & SEO	NUS	Basic	19.5 hrs
Web Application Development	SUSS	Basic	36 hrs