ECE 625 - Data Analysis and Knowledge Discovery

★ 3 (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.

Fall Term 2021

Lectures

LECTURE 800 (57618)
Capacity: 30
2021-09-01 - 2021-12-07
TH 16:30 - 17:50 (TBD)

Primary Instructor: Di Niu

Seminars

SEMINAR 801 (57619)
Capacity: 30
2021-09-01 - 2021-12-07
M 16:00 - 16:50 (TBD)

Primary Instructor: Di Niu