AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
14min chapter
MLOps as a Team - Raphaël Hoogvliets
DataTalks.Club
Optimizing MLOps Practices
This chapter focuses on best practices for organizing machine learning projects, highlighting the importance of separating exploratory code from production elements while ensuring accessibility. It discusses the significance of data versioning and team composition in implementing MLOps, as well as the necessity of understanding organizational challenges for effective deployment. Additional topics include managing dependencies, evaluating MLOps readiness, and the trade-offs between containerization strategies to enhance workflow efficiency.
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