Webinar: Feature Stores for Accelerating AI Development

In this panel discussion, we explore how organizations can increase value and decrease time-to-market for machine learning using feature stores, MLOps, and open source. We discuss the main data challenges of AI/ML, and the role of the feature store in solving those challenges. The discussion is hosted by TWIML’s Sam Charrington, with special guests: - Kevin Stumpf – Co-founder & CTO, Tecton - Willem Pienaar – Engineering Lead, Gojek, and founder of the Feast project - Max Beauchemin – Founder & CEO, Preset For more great conversations like this one, check out the TWIML AI Podcast website: https://twimlai.com Video Contents: 0:00 Introduction 2:00 Welcome 4:50 Max - AirFlow & Apache SuperSet 8:00 Willem - Feast feature store 12:20 Kevin - scaling ML at Uber 16:40 Why is operationalizing ML so hard? 18:15 Data Engineering 21:30 Practitioner bias 25:35 ML in production 29:05 What are feature stores 32:20 Interfaces between data engineers and data scientists 36:20 Feature reuse 37:50 Feature store guarantees 40:50 Data warehouses and feature store 43:10 Is it part of the data platform 45:30 Centralization vs decentralization 49:20 Incrementally adaptable 53:20 Feast joins the Linux Foundation 56:20 Audience questions Subscribe: Apple Podcasts: https://tinyurl.com/twimlapplepodcast Spotify: https://tinyurl.com/twimlspotify Google Podcasts: https://podcasts.google.com/?feed=aHR0cHM6Ly90d2ltbGFpLmxpYnN5bi5jb20vcnNz RSS: https://twimlai.libsyn.com/rss Full episodes playlist: https://www.youtube.com/playlist?list=PLILZm3MRkvH83C46bZ4rPmB-jKWBltWkP Subscribe to our Youtube Channel: https://www.youtube.com/channel/UC7kjWIK1H8tfmFlzZO-wHMw?sub_confirmation=1 Podcast website: https://twimlai.com Sign up for our newsletter: https://twimlai.com/newsletter Check out our blog: https://twimlai.com/blog Follow us on Twitter: https://twitter.com/twimlai Follow us on Facebook: https://facebook.com/twimlai