Objectives

The 15-credit Graduate Certificate in Data Analysis for Complex Systems is designed to equip learners who do not necessarily have a technical background with the fundamentals of complex systems. The program focuses on applying data analysis techniques to better understand different phenomena in fields such as financial technology, organizational management, or digital marketing.

Courses

Number	Title	Prerequisites	Available Times
			Fall 2025	Winter 2026	Spring/Summer 2026	Fall 2026
Required Courses (9 credits)
CCCS 610	Digital Thinking for Data Analysis		MON
CCCS 620	Data Analysis and Modelling				THU
CCCS 630	Complex Systems			MON
Complementary Courses (6 credits)
CCCS 670	Information Visualization				TUE
CCCS 680	Scalable Data Analysis
CCCS 690	Applied Computational Research