Lecture 5: Sequence Models
RNN model, input-output sequences relationships, non-sequential input, layered RNN, backpropagation through time, word embeddings, attention, transformers.
Video
Supplementary Video
Word embeddings
Slides
Supplementary Slides
Lecture Notes
Accompanying notes for this lecture can be found here.