AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min chapter
From Scratch to Success: Building an MLOps Team and ML Platform - Simon Stiebellehner
DataTalks.Club
How to Draft an Infrastructure for a Profit-Oriented Organization
Sometimes I encounter problems when trying to build a whole pipeline from scratch with no models built yet. Do you even need to think about building the platform before building the model? What should come first? Yeah, good question. Usually how it goes, you would have a set of models already running, generating some kind of business value. And then you would look at what would it have saved us on the one hand if we had a platform. How many models do we actually expect to have in a year in two years and five years?"
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