# Advanced Sequence Models ## Slides * Advanced Recurrent Neural Networks [Keynote](../../slides/4_16/20-Advanced-RNN.key) [PDF](../../slides/4_16/20-Advanced-RNN.pdf) * Notebooks - Deep RNNs [Jupyter](../../slides/4_16/deep-rnn.ipynb), [PDF](../../slides/4_16/deep-rnn.pdf) - Bidirectional RNNs [Jupyter](../../slides/4_16/bi-rnn.ipynb), [PDF](../../slides/4_16/bi-rnn.pdf) ## Homework [Jupyter Notebook](../../slides/4_16/homework9.ipynb), [PDF](../../slides/4_16/homework9.pdf) ## Content * [Deep Recurrent Neural Networks](https://d2l.ai/chapter_recurrent-modern/deep-rnn.html) * [Bidirectional RNNs](https://d2l.ai/chapter_recurrent-modern/bi-rnn.html) * [Beam Search](https://d2l.ai/chapter_recurrent-modern/beam-search.html) ## Videos