Week 5 - Recurrent Neural Networks

RNNs

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

Opencampus Paddy PyTorch Logistic Regression

Walk-through

Basic CNN in PyTorchLightning

PyTorch 404 (Lab 04)

Google Colaboratory

To-do

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Watch the videos on the next page

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!

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