Academic Calendar 2022-2023

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ELEC 425 Machine Learning and Deep Learning

ELEC 425  Machine Learning and Deep Learning  Units: 3.50  

Supervised and unsupervised machine learning methods for regression, classification, clustering, and time series modeling. Methods of fitting models. The problem of overfitting and techniques for addressing it. Deep learning and neural network models. Processes for how to refine/ implement/ test applications of machine/deep learning algorithms.

Requirements: Prerequisite: ELEC 278 or CISC 235, ELEC 326 or permission of the instructor.  
Offering Faculty: Fac of Engineering Appl Sci  

Electrical and Computer Engineering

https://www.queensu.ca/academic-calendar/graduate-studies/programs-study/electrical-computer-engineering/

The Department of Electrical and Computer Engineering is housed in Walter Light Hall which provides over 5,400 square meters of modern research, teaching and classroom facilities. The building is linked to Goodwin Hall which houses the School of Computing. Additional space for undergraduate laboratories and research is located in Beamish-Munro Hall.

Electrical Engineering (ELEC)

https://www.queensu.ca/academic-calendar/graduate-studies/courses-instruction/elec/

All courses except ELEC 898 , ELEC 899 and ELEC 999 are 3.0 credit units.  Not all courses are offered every year. 

Academic Programs

https://www.queensu.ca/academic-calendar/arts-science/academic-programs/

...only) APSC 221; ELEC 470; ELEC 474; CHEE...326/3.0; NURS 425/3.0 (Certificate...