Feature Platforms for Data-Centric AI with Mike Del Balso - #577

Published: June 6, 2022, 7:28 p.m.

b'In the latest installment of our Data-Centric AI series, we\\u2019re joined by a friend of the show Mike Del Balso, Co-founder and CEO of Tecton. If you\\u2019ve heard any of our other conversations with Mike, you know we spend a lot of time discussing feature stores, or as he now refers to them, feature platforms. We explore the current complexity of data infrastructure broadly and how that has changed over the last five years, as well as the maturation of streaming data platforms. We discuss the wide vs deep paradox that exists around ML tooling, and the idea around the \\u201cML Flywheel\\u201d, a strategy that leverages data to accelerate machine learning. Finally, we spend time discussing internal ML team construction, some of the challenges that organizations face when building their ML platforms teams, and how they can avoid the pitfalls as they arise.\\nThe complete show notes for this episode can be found at twimlai.com/go/577'