MLOps Weekly Podcast

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

Aug 23, 2022
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Episode notes
1
Introduction
00:00 • 2min
2
The Importance of MLOps Structure in Machine Learning Development
02:03 • 3min
3
The Evolution of CI CD
05:16 • 4min
4
The Lessons Learned From Collaboration Problems
08:52 • 4min
5
Fevor: A Design Decision for the Machine Learning Platform
13:17 • 3min
6
Feather's API for Feature Sharing
16:13 • 4min
7
The Importance of APIs in MLOps
20:03 • 3min
8
The Power of Design
23:09 • 2min
9
The Importance of Having a Registry of Named Features
24:39 • 4min
10
Fevr: LinkedIn's Feature Store Solution
28:25 • 3min
11
The Future of MLOps
31:30 • 3min