/Last.Fm-Recommendation-Engine

Purchase Recommendation and Similar Artists Recommender using Collaborative Filtering and Nearest Neighbours

Primary LanguageJupyter Notebook

Last.Fm-Recommendation-Engine

Purchase Recommendation and Similar Artists Recommender using Collaborative Filtering and Nearest Neighbours

Functionalities:

  1. Similar Artists(Item-Item Collaborative Filtering); Finds similar artists through cosine distance and K-Nearest Neighbours

  2. Purchase Recommendation(User-User Collaborative Filtering); Based on purchase history of users and similar artists, gives personal recommendations to user regarding purchase of albums and tracks of artists that the user might want to listen to.