#120 Applying ML Learnings - Especially About Drift - To Data Mesh - Interview w/ Elena Samuylova

https://www.patreon.com/datameshradio (Data Mesh Radio Patreon) - get access to interviews well before they are released Episode list and links to all available episode transcripts (most interviews from #32 on) https://docs.google.com/spreadsheets/d/1ZmCIinVgIm0xjIVFpL9jMtCiOlBQ7LbvLmtmb0FKcQc/edit?usp=sharing (here) Provided as a free resource by DataStax https://www.datastax.com/products/datastax-astra?utm_source=DataMeshRadio (AstraDB); George Trujillo's contact info: email (george.trujillo@datastax.com) and https://www.linkedin.com/in/georgetrujillo/ (LinkedIn) Transcript for this episode (https://docs.google.com/document/d/16yvSgx6S1tMsdEuUlIwNjclOYkw3RugdIldjaK9GnKw/edit?usp=sharing (link)) provided by Starburst. See their Data Mesh Summit recordings https://www.starburst.io/learn/events-webinars/datanova-on-demand/?utm_campaign=starburst-brand&utm_medium=outbound&utm_source=&utm_type=&utm_content=dmradiodnvid&utm_term= (here) and their great data mesh resource center https://www.starburst.io/info/distributed-data-mesh-resource-center/?utm_campaign=starburst-brand&utm_medium=outbound&utm_source=&utm_type=&utm_content=dmradiodmcenter&utm_term= (here). You can download their Data Mesh for Dummies (info gated) https://starburst.io/info/data-mesh-for-dummies/?utm_campaign=starburst-brand&utm_medium=outbound&utm_source=&utm_type=&utm_content=dmradiodnvid&utm_term= (here). In this episode, Scott interviewed Elena Samuylova, Co-Founder and CEO at the ML model monitoring company - and open source project - Evidently AI. This write-up is quite a bit different from other recent episode write-ups. Scott has added a lot of color on not just what was said but how it could apply to data and analytics work, especially for data mesh. Some key takeaways/thoughts this time specifically from Scott's point of view: A good rule of software that applies to ML and data, especially mesh data products: "If you build it, it will break." Set yourself up to react to