7_Shopify

Exploration on Data from Shopify App Store.

Dataset Link

Kaggle : Shopify App Store

Notebooks

Task: Multi-Label Text Classification

1. Preprocessing the data for multi-label classification
2. Multi Label Classification using description
   • Using FastAI
   • Using Hugging Face Transformers - BERT
3. Multi Label Classification using title and description
   • Using Hugging Face Transformers - BERT
4. App recommendations
   • Item-Item Shopify App recommendations using sentence-transformers and approximate nearest neighbor(Spotify Annoy)