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.

AI Resources and Programming

Long Short-Term Memory (LSTM)

Large Language Model (LLM)