National University of Singapore

Course Title	Level	Duration
5G as a platform for Industry Transformation	Intermediate	12 hrs
5G as a platform for Industry Transformation (Synchronous e-learning )	Intermediate	14 hrs
Advanced Customer Analytics	Advanced	21 hrs
Advanced Machine Learning: Deep Learning (Synchronous e-learning)	Basic	6.5 hrs
AI & Cybersecurity	Intermediate	19.5 hrs
AI and Machine Learning Begins With Me (Synchronous e-learning)	Basic	2 days
Analytics in Industry 4.0	Basic	13 hrs
Analytics in Industry 4.0 (Synchronous e-learning)	Basic	2 days
Applied Artificial Intelligence	Basic	13.5 hrs
Applied Machine Learning	Intermediate	14 hrs
Architecting IOT Solutions	Intermediate	26 hrs
Architecting Software Solutions	Advanced	32.5 hrs
Artificial Intelligence, Data and Public Policy (Synchronous e-learning)	Basic	9.75 hrs
Autonomous Robots & Vehicles	Intermediate	32.5 hrs
Big Data and Business Strategy	Basic	39 hrs
Cloud Based Services for Internet of Things	Basic	3 days
Cloud Native Solution Design	Intermediate	23 hrs
Conversational UIs	Advanced	26 hrs
Cyber Security for ICT Professionals	Intermediate	19.5 hrs
Cybersecurity Begins with Me	Basic	42 hrs
Cybersecurity for Business Managers	Basic	30 hrs
Data Analytics for Managers (Synchronous e-learning)	Basic	1 day
Data Science for Internet of Things	Basic	3 days
Design Secure Mobile Architecture	Intermediate	19.5 hrs
Designing Intelligent Edge Computing	Advanced	26 hrs
Developing Cybersecurity Architecture	Intermediate	19.5 hrs
DevOps Engineering and Automation	Intermediate	26 hrs
DevOps Foundation with BizOps	Intermediate	18.5 hrs
DevOps: Build, Deploy and Monitor (Synchronous e-learning)	Intermediate	2 days
Digital User Experience Design	Basic	19.5 hrs
Envisioning 5G IoT Solutions	Intermediate	19.5 hrs
Feature Engineering & Analytics using IOT Data	Intermediate	19.5 hrs
Fintech for Real: AI in Banking & Finance	Intermediate	14.5 hrs
Fundamentals of Cybersecurity	Basic	13 hrs
Future-proof Businesses with Artificial Intelligence	Basic	6.5 hrs
Humanizing Smart Systems	Intermediate	26 hrs
Human-Robot System Engineering	Intermediate	26 hrs
Incident Response Diving Into Cyber Defence	Advanced	63 hrs
Information and Communications Cybersecurity Risk Awareness	Basic	7 hrs
Information and Communications Spatial Reasoning from Sensor Data	Basic	19.5 hrs
Intelligent Process Automation	Intermediate	19.5 hrs
IoT Sensor Networks	Basic	3 days
Leading 5G Industry Transformation (for Telecom and related Professionals)	Intermediate	6 hrs
Linux For Cyber Analyst	Basic	63 hrs
Machine Reasoning	Intermediate	26 hrs
Managing Cybersecurity Risk	Intermediate	19.5 hrs
Mastering Computer Networks	Basic	63 hrs
Modern Cyber Security Technologies for Senior Managers	Intermediate	3 days
Network Forensics	Intermediate	63 hrs
Network Penetration Testing	Advanced	63 hrs
Octave Programming for AI, Machine Learning and Data Analytics	Basic	6.5 hrs
Operating Systems For Cyber Analyst	Intermediate	63 hrs
Pattern Recognition and Machine Learning Systems	Intermediate	32.5 hrs
Platform Security	Advanced	26 hrs
Professional Certificate in Artificial Intelligence for Non-AI Scientists	Basic	42 hrs
Python For Cyber Security	Basic	63 hrs
Reasoning Systems	Intermediate	32.5 hrs
Securing IoT	Basic	13 hrs
Self-learning Systems	Advanced	26 hrs
Software Robots - Best Practices	Intermediate	13 hrs
Text Processing using Machine Learning	Intermediate	32.5 hrs
The Knowledge and Innovation Economy 4.0	Intermediate	39 hrs
Web Analytics & SEO	Basic	19.5 hrs
Web Penetration Testing	Intermediate	63 hrs
WEB SECURITY	Intermediate	24 hrs
(EXAM ONLY) Certified Cloud Security Professional (CCSP)	Intermediate	4 hrs
(EXAM ONLY) Certified Information Systems Security Professional (CISSP)	Basic	3 hrs