

Griffin, ML Platform at Instacart // Sahil Khanna // MLOps Podcast #145
5 snips Feb 14, 2023
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13
Introduction
00:00 • 3min
Sahil's Blog - The Journey of Going Real Time
03:26 • 2min
Instacart - What's Next?
05:45 • 3min
ML Platform
09:15 • 2min
Creating a Centralized ML Platform
11:39 • 4min
Machine Learning - The Journey From Scale to Scale
15:58 • 3min
Is It Possible to Support a Data Scientist to Maintain a Production MLE Application?
19:14 • 3min
How Did You Decide on the Architecture Design for Griffin?
22:19 • 2min
Using Docker Local Remote Development and Clean Interfaces to Scale
24:39 • 5min
We Don't Rebuild a New Feature Pipeline in Production
30:00 • 2min
How to Implement a Real Time Pipeline?
31:43 • 5min
Streaming - What's Next?
36:30 • 4min
Is There a Difference Between Open Source and Open Source?
40:53 • 5min