Dataframes Are All You Need: MLOps on Easy Mode // Jay Chia // MLOps Meetup #124

MLOps Community Meetup #124! Two weeks ago, we talked to Jay Chia, Co-Founder of Eventual.

//Abstract
It's often said that the hardest part of MLOps is building and maintaining your datasets. This talk covers the key abstraction of the Dataframe and why Dataframes are such powerful abstractions for this critical part of your MLOps workflow.

They use Daft (www.getdaft.io) as a running example of a Dataframe to showcase how flexible this interface really is for heavy complex data processing, analytics, …

abstract abstraction building co-founder community dataframe dataframes datasets easy founder meetup mlops part talk the key