Name: Dataframes Are All You Need: MLOps on Easy Mode
Start: 2023-05-24T16:00:00.000Z
End: 2023-05-24T17:00:00.000Z
Location: Online

Musical Intro

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.

We 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, I/O and feeding your machine learning training pipelines.

Dataframes Are All You Need: MLOps on Easy Mode

Cofounder

Networking

Day 1

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.We 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, I/O and feeding your machine learning training pipelines.

Stage 1

Free Ticket

Track 1

The MLOps Community is where machine learning practitioners come together to define and implement MLOps.
Our global community is the default hub for MLOps practitioners to meet other MLOps industry professionals, share their real-world experience and challenges, learn skills and best practices, and collaborate on projects and employment opportunities. We are the world's largest community dedicated to addressing the unique technical and operational challenges of production machine learning systems.