AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
5min chapter
Platform Thinking: A Lemonade Case Study // Orr Shilon // MLOps Coffee Sessions #79
MLOps.community
Machine Learning at Lemonade - What's Next?
i think at this point we have maybe 15 hundred features in our feature store. The platform sort of provides a what we call point in time data, or it basically provides dataan on our data warehouse,. And if researchers want to do maybe explortory data analysis, they can do that directly on the data warehouse on these giant dimension tables with hundreds of features already been created for them. We translate modelling code, both for training and for inference, into our internal platform framework which kind of democratizes training. Anyone can i train anyone else's model. Finally, we use a third party for monitoring.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode