# Week 7: Recurrent Neural Networks

Sequence models for vision: RNNs, backpropagation through time, LSTMs and GRUs, and video understanding.

## Lectures

1. [Recurrent Neural Networks: An Introduction](<../notebooks/Week 7/W07_L1_RNNs_Introduction.ipynb>)
2. [Backpropagation in RNNs](<../notebooks/Week 7/W07_L2_Backpropagation_in_RNNs.ipynb>)
3. [LSTMs and GRUs](<../notebooks/Week 7/W07_L3_LSTMs_and_GRUs.ipynb>)
4. [Video Understanding using CNNs and RNNs](<../notebooks/Week 7/W07_L4_Video_Understanding_with_CNNs_and_RNNs.ipynb>)