# Week 5 - Recurrent Neural Networks

## Course session

Faster Coding with ChatGPT, Stackoverflow and clever search

**Solutions exercise RNN**

Presentation from the participants of the RNN assignment from Coursera

**Deep dive**

* What are Embeddings?
* Reinforcements of and insights into RNNs beyond Coursera

**Walk-through**

PyTorch 505

Transfer Learning CNN in PyTorchLightning:

{% embed url="<https://colab.research.google.com/drive/1dnXbC1NJVIA-2oObZd0fyx3owYooN3_T?usp=sharing>" %}

## To-do

😊

Watch first half of Week 5 of the Coursera Course

{% embed url="<https://www.coursera.org/learn/machine-learning-duke>" %}

!!!

Using all techniques learned build the best model you can to achieve an accury at least above 70%. You can use Transfer Learning, Augmentation and other tricks. You can also take inspiration from fellow notebooks on Kaggle. Good ideas will be rewarded by special achievement badges for the course. Have fun and push the accuracy!😊

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