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RNNs

Week 5 - Recurrent Neural Networks

Course session

Faster Coding with ChatGPT, Stackoverflow and clever search

Deep dive

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

Solutions exercise RNN

Presentation from the participants of the RNN assignment from Coursera

Paddy challenge

Logistic regression baseline for the Paddy Competition

{% embed url="https://www.kaggle.com/henrikho/opencampus-paddy-pytorch-logistic-regression" %}

Walk-through

Basic CNN in PyTorchLightning

PyTorch 404 (Lab 04)

{% embed url="https://colab.research.google.com/drive/10wD5qqCmDshjcXo4p_T6MqkQIeoYHSvB?usp=sharing" %}

To-do

😊

Watch first half of Week 5 of the Coursera Course

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

Build your own model(s) for the Paddy challenge and try to achieve the best accuracy. Log your results that you can present them in the class!

😊😊

Add the the test functionality and create a submission.csv and upload it to the leaderboard