Song Recommender with Unsupervised Machine Learning and Python: A Step-By-Step Coding Tutorial

Song Recommender with Unsupervised Machine Learning and Python: A Step-By-Step Coding Tutorial

Assessment

Interactive Video

Science, Information Technology (IT), Architecture, Social Studies

1st - 6th Grade

Hard

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This tutorial explains how Spotify uses machine learning to recommend songs. It covers the implementation of the K-means algorithm using Python in Google Colab, including data preprocessing, clustering, and evaluating song recommendations. The tutorial also provides functions for comparing the accuracy of recommendations against random selections.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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