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implementing a recommender system for podcasts based on scraped apple podcasts data + user preferences

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Creating a Recommender System for Podcasts - APAM Senior Seminar Project - F2022

Yamini Ananth, Kathy Wang, Abhiram Kolluri, Jafar Vohra

premise: given a podcast, recommend similar podcasts; given a network of users, recommend podcasts to users based on what other similar users like!

podcast metadata scraped from apple podcasts using BeautifulSoup; implemented content and collaborative-filtering based recommendation techniques in model.

slides available

available as interactive notebook here

available with full context as medium post here

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