In this video, I walk you through how I built a Spotify Recommendation System from scratch in Python. This video is meant for ALL experience levels! I know this video is long so take a look at the timestamps below to find out which section interests you!
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Outline:
00:00 - Intro
01:05 - Approach Overview
04:56 - Start of Feature Engineering
08:56 - TF-IDF Overview
12:52 - Leveraging Spotify API
16:32 - Creating a Playlist Vector
20:37 - Cosine Similarity Overview
22:25 - Spotify v. Madhav (Results Comparison)
24:59 - Outro
![](https://i.ytimg.com/vi/tooddaC14q4/maxresdefault.jpg)