English

Not applicable.

Not applicable.

Not applicable.

Allow students to understand the fundamental building blocks of current generation AI models that are based on large language models and chat bots. The course builds theoretical concepts with practical sessions (jupyter notebooks, labs) incrementally leading to final tangible projects.

Not applicable.

Not applicable.

Deep Learning - Foundations and Concepts. Springer https://link.springer.com/book/10.1007/978-3-031-45468-4
Deep learning. MIT Press. https://www.deeplearningbook.org/

Machine Learning with PyTorch and Scikit-Learn. Packt Publishing Ltd. ISBN-10: 1801819319 ISBN-13: 978-1801819312. https://github.com/rasbt/machine-learning-book
Natural Language Processing with Transformers. O'Reilly https://github.com/nlp-with-transformers