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E77: Simplify Your ML Infrastructure With Aqueduct

Mar 15, 2023
41:28
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1
Introduction
00:00 • 5min
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2
Aqueduct - What Is It?
05:27 • 5min
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3
The MLOps Space
10:37 • 3min
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4
Open Source for Aqueduct?
14:01 • 3min
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5
Open Source and ML Apps - What's the Biggest Challenge?
17:06 • 5min
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6
Getting the Word Out There, Building the Community
21:43 • 2min
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7
Data Scientists and Machine Learning Engineers - What Is the Journey?
23:48 • 2min
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8
Is There a Balance Between Data Science and ML Infrastructure?
26:07 • 4min
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9
Is There a Need to Hiring for Open Source?
30:01 • 5min
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10
What Are the Biggest Lessons You Learned From Your Past Experience?
35:16 • 6min
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Vikram Sreekanti & Joey Gonzalez are Co-Founders of Aqueduct, the open-source orchestration layer for machine learning infrastructure. Aqueduct's open source project, also called aqueduct, has over 400 stars on GitHub.

In this episode, we discuss what Vikram & Joey learned from interviewing 100s of data teams, building in the competitive MLOps space, how and why they invest in content & much more!

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