MLOps Weekly Podcast

MLOps Week 9: LinkedIn's Feature Store & MLOps Workflows with David Stein

Aug 23, 2022

34:48

Creator website

AI Chapters

Episode notes

Introduction

2min

The Importance of MLOps Structure in Machine Learning Development

3min

The Evolution of CI CD

4min

The Lessons Learned From Collaboration Problems

4min

Fevor: A Design Decision for the Machine Learning Platform

3min

Feather's API for Feature Sharing

4min

The Importance of APIs in MLOps

3min

The Power of Design

2min

The Importance of Having a Registry of Named Features

4min

10.

Fevr: LinkedIn's Feature Store Solution

3min

11.

The Future of MLOps

3min

Back from summer break with installment 9 of the MLOps Weekly Podcast! This week, Simba met with Senior Staff Software Engineer at LinkedIn's Machine Learning Infrastructure team, David Stein, to discuss the technical decisions and insights that led to LinkedIn's Feature Store, Feathr, and the importance of thoughtful API design when building MLOps workflows.