ECE 625 - Data Analysis and Knowledge Discovery

3 units (fi 6)(EITHER, 3-1S-0)

Faculty of Engineering

Approaches, techniques and tools for data analysis and knowledge discovery. Introduction to machine learning, data mining, and the knowledge discovery process; data storage including database management systems, data warehousing, and OLAP; testing and verification methodologies; data preprocessing including missing data imputation and discretization; supervised learning including decision trees, Bayesian classification and networks, support vector machines, and ensemble methods; unsupervised learning methods including association mining and clustering; information retrieval.

No syllabi

Winter Term 2026

Lectures

Section Capacity Class times Login to view Instructor(s) and Location
LECTURE B01
(88955)
25
2026-01-05 - 2026-04-10 (MW)
11:00 - 12:20

Seminars

Section Capacity Class times Login to view Instructor(s) and Location
SEMINAR 800
(89017)
25
2026-01-05 - 2026-04-10 (T)
14:00 - 14:50