Chris Wilkin - Growing user engagement with RL-driven personalisation | PyData London 2024 скачать в хорошем качестве

Chris Wilkin - Growing user engagement with RL-driven personalisation | PyData London 2024

PyData Website: www.pydata.org LinkedIn:   / pydata-global   Twitter:   / pydata   Discover Tesco's exciting new approach to growing user engagement through real-time RL-driven personalisation. This talk explores the use of contextual bandits to tailor content dynamically on the Tesco website, learning and adapting to individual user preferences on the fly. Join us to see how we plan to use reinforcement learning to transform online shopping into a seamlessly personalised experience. PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases. 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! See the description for details. Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVi...