axmayn / spotify-recommendation-engine Goto Github PK

Requirements

Music recommender system.

Steps for Layman

1.This is my input data

2.Spotify has inhouse functions to extract track details.

3.This is the extracted dataframe

4.I do Data Analysis and use well known statistical techniques.

Voila! ,we convert this into a simple data analytics problem.Thanks to this Python wrapper Spotipy

Statistical techniques Involved:

1.Term Frequency Inverse Document Frequency

2.Principal Component Analysis

3.Stratified K Fold Cross Validation

4.KNN

5.Decision Tree Classifier

6.Random Forest Classifier

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