Software Engineering Radio - the podcast for professional software developers

Episode 522: Noah Gift on MLOps

7 snips
Jul 27, 2022
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1
Introduction
00:00 • 2min
2
DevOps Versus Machine Learning?
01:34 • 3min
3
How to Reach the True Potential of Machine Learning?
04:45 • 5min
4
Machine Learning - What Are the Challenges of DevOps?
09:58 • 3min
5
Continuous Integration on Machine Learning Models
12:29 • 2min
6
Is There a Way to Reproduce Model Performance?
14:40 • 2min
7
Are There Bots on Twitter?
16:51 • 3min
8
Is Your Model Corrupting Your Model?
19:45 • 3min
9
AB Testing
22:59 • 2min
10
Is There a Meta Data Science Layer to Machine Learning?
24:54 • 4min
11
Are You Harming Humans at Scale?
28:54 • 3min
12
How Does Machine Learning Runtime Affect Your Business?
32:16 • 2min
13
Is There Traction With AutoML?
34:29 • 2min
14
Is There a Difference Between Datacentric and Datacentric?
36:28 • 3min
15
Cloud Platforms
39:13 • 2min
16
Machine Learning
41:35 • 3min
17
Machine Learning - Is There a One Size Fits All Solution?
44:12 • 2min
18
Can You Train Your Model on Data That's Publicly Put Into the System?
46:19 • 2min
19
What Are the Biggest Changes in Machine Learning?
48:16 • 4min