Marcel Kurovski
Senior Data Scientist and Innovation Lead at inovex
Host of Recsperts - Recommender Systems Experts, the Podcast Show with industry and academia experts in Recommender Systems
Building Recommenders and Personalization Solutions with Python for various industries since 5+ years
Creator and Instructor of Python RecSys Training
Session
In my talk, we explore our usage data requested according to GDPR and leverage it - together with Spotify’s Web API - to build a personalized playlist recommender system with Python.
In 2018, the General Data Protection Regulation (GDPR) became effective in the EU. It sometimes causes data scientists great headaches. But from a consumer and Pythonista point of view this can also be interesting data for exploration. It is very useful for building personalization technology, in particular recommender systems. And there are almost endless ways to use Python for it.
So, let’s request and use our own data to build a playlist recommender system which infers our music taste from our streaming history and uses it to retrieve songs from our favorites in a new way. We will call it “Your Rediscover Past”, a personalized playlist based on your streaming history and saved songs.