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spotify-genre-classifier-and-song-recommender's Introduction

Spotify Genre Classifier & Song Recommender

  • Built A ML pipeline that classifies a Spotify dataset of tracks into their appropriate genres
  • Created a recommender that takes a track and integer K as input from the user and recommends the top K similar songs to the user input
  • Applied various supervised learning models that classify tracks into their appropriate genres based on Kaggle dataset of tracks with genres and attributes such as tempo, valence, etc.
  • Built functions to access and extract features from track data in the Spotify API if track data was not already present in the dataset

Notebooks

  1. Data Wrangling
  2. EDA
  3. Pre-Processing & Training
  4. Modeling

Reports

  1. Final Report
  2. Final Report Slides

spotify-genre-classifier-and-song-recommender's People

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