ADA 447

Course Code & Number

ADA 447

Course Title

Introduction to Deep Learning

Level

BS

Credit Hours/ ECTS Credits

(3+0+0) 3 TEDU Credits, 5 ECTS Credits

Pre-requisite / Co-requisite:

Catalog Description

Fastai framework, state-of-the-art models, theoretical explanations of core deep learning concepts, data preprocessing and augmentation, transfer learning, convolutional neural networks (CNNs), natural language processing (NLP) models, tabular and collaborative filtering models, fine-tuning and optimization, interpretability and deployment, hands-on coding exercises.