AI Engineering Podcast

How Shopify Built A Machine Learning Platform That Encourages Experimentation

Feb 2, 2023
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1
Introduction
00:00 • 3min
2
Shopify - How Does It Make Commerce Better for Everyone?
03:21 • 2min
3
The Machine Learning Platform at Shopify
04:52 • 5min
4
Machine Learning Platform for Data Science and Product Classification
10:12 • 2min
5
Shopify Machine Learning
11:54 • 3min
6
The Evolution of the Machine Learning Platform at Shopify
14:53 • 4min
7
Is There a Burden to Maintaining a Machine Learning Platform?
19:15 • 4min
8
Is There a Gap in the Story of Machine Learning?
22:58 • 3min
9
ML Platform - What's Next?
25:43 • 5min
10
Using Kubernetes in a Shopify Platform
31:12 • 5min
11
Is Merlin Primarily a Utility for Experimentation and Training?
36:23 • 2min
12
Machine Learning Platforms - Lessons Learned
38:06 • 6min
13
The Impact of the Merlin Platform on Machine Learning
43:55 • 4min
14
Using Machine Learning for Real Time Predictions
48:12 • 3min
15
What Are Some of the Lessons You've Learned?
51:17 • 3min
16
The Importance of Integration in Machine Learning Platforms
54:23 • 4min
17
The Next Phase of the Machine Learning Platform?
58:39 • 3min
18
The Machine Learning Platform and Shopify for Machine Learning
01:01:51 • 4min