Singapore University of Technology and Design

Course Title	Level	Duration
A Primer on Cybersecurity	Basic	14 hrs
[Artificial Intelligence for Managers - Coming Soon!]	Intremediate	156 hrs
Computer Networks	Basic	60 hrs
Cybersecurity Architecture Fundamentals	Basic	14 hrs
Data Science Modelling with Excel	Intermediate	35 hrs
Data Science Modelling with Programming	Intermediate	35 hrs
Data Storytelling with Visualisation	Basic	35 hrs
Data Validation and Statistical Analysis with Excel	Intermediate	35 hrs
Data Validation and Statistical Analysis with Programming	Intermediate	35 hrs
Data Wrangling and Preparation with Excel	Intermediate	35 hrs
Data Wrangling and Preparation with Programming	Intermediate	35 hrs
Digital Forensics	Basic	156 hrs
Foundation of Cybersecurity	Basic	60 hrs
Foundation of Data Science	Basic	35 hrs
Fundamentals in Python (Basic)	Basic	35 hrs
Fundamentals in Python (Intermediate)	Intermediate	35 hrs
Internet Security	Basic	60 hrs
Introduction to Artificial Intelligence	Basic	7 hrs
Introduction to Data Science	Basic	7 hrs
[Introduction to Natural Language Processing- Coming Soon!]	Basic	7 hrs
Introduction to Unmanned Aerial Systems (UAS) Technologies	Basic	14 hrs
Network security	Basic	17.5 hrs
RDBMS with MS Access and MySQL	Intermediate	35 hrs
Secure Testing	Basic	14 hrs
Security Tools Lab 1	Basic	60 hrs
Security Tools Lab 2	Basic	60 hrs
Systems Thinking	Basic	14 hrs