Lecture 10 (24/03/2022, 2 hours): Recurrent Neural Networks and LSTMs

Recurrent Neural Networks (RNNs), their formalization and their different forms and uses. Vanishing and exploding gradient problems. Long-Short Term Memory networks (LSTMs).