Deep Learning

Catalog description

Foundations of deep learning, with focus on different types of modern neural network architectures (such as convolutional neural networks, recurrent neural networks, and transformers). Regularization and optimization in the context of deep learning. Frameworks and tools for building and training deep neural networks.