ECE 720 - Advanced Topics in Software Engineering and Intelligent Systems

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

ECE 220 - Programming for Electrical Engineering

3 units (fi 8)(EITHER, 3-0-3/2)

Architecture and basic components of computing systems. Programming environment and program development methodology. Basics of programming: from data structures and functions to communication with external devices. Principles of object-oriented programming. Good programming style. Prerequisite: ENCMP 100.

ECE 447 - Data Analysis and Machine Learning for Engineers

3 units (fi 8)(EITHER, 3-1S-0)

The course introduces basic concepts and techniques of data analysis and machine learning. Topics include: data preprocessing techniques, decision trees, nearest neighbor algorithms, linear and logistic regressions, clustering, dimensionality reduction, model evaluation, deployment methods, and emerging topics. Prerequisites: ECE 220 or CMPUT 275, and ECE 342 or STAT 235, or consent of instructor.