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COMP SCI 7618 - Deep Learning Fundamentals

North Terrace Campus - Trimester 3 - 2025

This course introduces key concepts underlying the development of deep learning techniques. These include: the place of deep learning in the context of statistics and machine learning; the definition, training and validation of deep models. A range of common models and their applications will be presented. The foundational ideas presented in this course will equip students to understand and interpret future developments in this fast moving field.

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