The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Reinforcement Learning for Personalization at Spotify with Tony Jebara - #609

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Understanding User Engagement and Lifetime Value

This chapter explores the intricacies of user engagement and retention on digital platforms, emphasizing the challenges of attribution and the importance of user actions in habit formation. It also discusses the use of reinforcement learning to calculate Lifetime Value (LTV) for subscription users, considering various factors that influence subscription retention over a five-year period.

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