The DTC Zoomcamp Q&A Challenge Starter

A collection of starter notebooks for DTC Zoomcamp Q&A challenge on Kaggle on Kaggle

BERT Starter

In this notebook, we show how to:

• Download the data from Kaggle and unzip it
• Read the data
• Use BERT to create embeddings
• Calculate the cosine similarity between questions and answers
• Select the most similar answer as prediction
• Submit the results

See the notebook here: bert-starter.ipynb

You can run this notebook in SaturnCloud:

To use the recipe:

• Download the credential file from Kaggle
• Put the content of the file to SaturnCloud secrets, save this secret as "kaggle"
• Click on the button above to create a resource in SaturnCloud
• Verify that the kaggle secret is linked in the "secrets" tab
• Run the code and submit your predictions
• Improve the score

You can also see it as a video:

(The video was originally created for another competition, but it works for this one too)

XGBoost starter

TBA