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IE4424: Machine Learning Design & Application

Undergraduate course, Nanyang Technological University, EEE, 2025

This course offers an in-depth exploration into both the theoretical foundations and practical implementations of machine learning systems. Designed for students with a basic background in programming and statistics, the course equips learners with the skills needed to design, develop, and deploy effective machine learning solutions across various domains.

IE4497 Pattern Recognition and Deep Learning

Undergraduate course, Nanyang Technological University, EEE, 2025

This course delves into the core concepts and state-of-the-art techniques in pattern recognition and deep learning. It is designed to provide students with both the theoretical background and practical skills necessary to develop systems that automatically identify patterns and extract meaningful insights from complex data.

IE2210: Signals and Systems

Undergraduate course, Nanyang Technological University, EEE, 2025

This course provides a comprehensive introduction to the analysis and processing of signals and the behavior of systems that act on these signals. It is designed to equip students with the fundamental tools and concepts necessary for understanding and designing a wide range of engineering systems, from communication networks to control systems.