The MLOps Podcast

πŸ— Reasonable Scale MLOps with Jacopo Tagliabue

Aug 22, 2022
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1
Introduction
00:00 β€’ 4min
2
DAGS Hub - You're Working on a Wrong Question
04:02 β€’ 3min
3
How to Get Started in MLOps?
06:37 β€’ 2min
4
How Do I Know if I'm Relevant for MLOps?
08:39 β€’ 5min
5
Is There Still a Concept of Reasonable Scale in Unstructured Data?
13:13 β€’ 2min
6
Is There a One Side With All?
15:19 β€’ 2min
7
Is Iteration Speed Undervalued?
17:47 β€’ 5min
8
Do You Have an Active Learning Loop?
22:33 β€’ 2min
9
Using Metafluid Dataset in AWS
24:51 β€’ 3min
10
Metafluid - What Are the Best Facts?
28:16 β€’ 4min
11
Do You Have a Product Management Plan?
32:45 β€’ 6min
12
Kubei
38:30 β€’ 4min
13
Is Covio Hitting the Walls?
42:55 β€’ 3min
14
Is It a Drag and Drop, or a Platform?
46:17 β€’ 4min
15
Application Research
50:18 β€’ 5min
16
What's the Trade-Off Between Product and Engineering?
54:58 β€’ 2min
17
What's the Most Exciting Topic in Machine Learning Right Now?
56:33 β€’ 4min
18
MLOps Fatigue and ML Fatigue All in One
01:00:04 β€’ 5min
19
How to Solve MLOps Problems for First Principles
01:04:57 β€’ 5min
20
Is ML the New Electricity?
01:09:51 β€’ 2min
21
Do You Have Skin in the Game?
01:11:59 β€’ 6min
22
Is There a Future in Deep Learning?
01:17:38 β€’ 2min
23
The Three Body Problem - A Science Fiction Book for Rationalists
01:19:10 β€’ 2min