This course provides an in-depth understanding of advanced machine learning concepts. Students will receive training on Artificial Neural Networks (ANNs) and deep learning models. Deep learning techniques for analyzing tabular data, images, and text will be emphasized. Advanced architectures, such as transformers, will also be covered. Prerequisite: BANA 3308 and BANA 3309.