MLOps.community

The Long Tail of ML Deployment // Tuhin Srivastava // #161

Jun 13, 2023
Ask episode
Chapters
Transcript
Episode notes
1
Introduction
00:00 • 5min
2
The Importance of Engineering in Machine Learning
04:37 • 2min
3
How to Use Microservices to Build Products of the Future
06:22 • 4min
4
Machine Learning and the Law Industry
10:13 • 4min
5
The Transition to ML Engineering at Gumbrud
14:31 • 6min
6
How Deep Do Software Engineers Need to Go?
20:17 • 2min
7
The Evolution of Machine Learning
21:54 • 5min
8
The Importance of Small Targeted Models
27:17 • 2min
9
The Importance of Knowledge Distillation
28:54 • 2min
10
How to Choose the Right Horizontal Scaling Setup for Height Traffic Partners
31:24 • 4min
11
How to Maintain a Product That Has Active Living Documents
35:38 • 3min
12
The Benefits of Base 10 Architecture
38:23 • 2min
13
The Benefits of Having Engineers as the Primary Archetype
40:38 • 5min
14
Machine Learning for the End User
46:04 • 5min