ELEC4544 Artificial Intelligence and Deep Learning

The course is taught by Dr. Evan Y. Peng, and I was the teaching assistant for this course in the 2023-2024 Sem 2. This course aims at providing students with a basic understanding on artificial intelligence and deep learning technology. The topics to be covered are artificial neural networks, backpropagation, deep auto-encoder, convolutional Neural Network (CNN), recurrent Neural Network (RNN), strategies for training deep architectures, handling overfitting, cross-validation, meta-heuristic searching for parameter tuning.