176: MLOps at SwampUp

Programming Throwdown

Patrick Wheeler and Jason Gauci

Objective C, Java, Programming Throwdown, Education, News, Programming Languages, How To, Tech News, C, Python

4.6 • 604 Ratings

🗓️ 24 September 2024

⏱️ 119 minutes

🔗️ Recording | iTunes | RSS

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Summary

James Morse: Software Engineer at Cisco
- System Administrator to DevOps
- Difference between DevOps and MLOps
- Getting Started with DevOps
Luke Marsden: CEO of Helix ML
- How to start a business at 15 years old
- BTRFS vs ZFS
- MLOps: the intersection of software, DevOps and AI
- Fine-tuning AI on the Cloud
- Some advice for folks interested in ML Ops
Yuval Fernbach: CTO MLOps & JFrog
- Starting Qwak
- Going from a jupyter notebook to production
- ML Supply Chain
- Getting started in Machine Learning
Stephen Chin: VP of DevRel at Neo4J
- Developer Relations: The Job
- What is a Large Language Model?
- Knowledge graphs and the Linkage Model
- How to Use Graph databases in Enterprise
- How to get into ML Ops

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Transcript

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0:00.0	Programming Throwdown, Episode 176, MLOPS at SwampUp.
0:21.2	Take it away, Jason.
0:23.1	All right, folks.
0:24.0	So this is going to be a bit of a different episode than folks are used to.
0:28.5	I'm actually at the Swamp Up conference, which is hosted by J-Frog.
0:33.4	And, you know, a lot of people, actually probably the number one email or message that we get is,
0:39.4	can you explain DevOps, MLOps, can I get a job in these areas?
0:43.7	It seems like a really good, people see it as really good gateway to, you know, getting into tech.
0:48.6	And we get tons of requests for it.
0:50.7	And so I had this amazing opportunity to talk to four, you know, different people with
0:56.1	very different backgrounds who all kind of ended up in this discipline and can share their stories
1:01.6	with us and also explain the technology. Explain what DevOps is, explain what MLOps is.
1:07.2	And so, you know, we're kicking this off with James Morris from Cisco.
1:11.8	So thanks for coming on the show, James.
1:13.7	No, thanks for having.
1:15.1	Cool.
1:15.6	So why don't you kind of tell us, actually, let's start off with, you know,
1:20.7	what do you do at Cisco?
1:22.0	What is your title and what are you responsible for?
1:24.3	Sure.
1:24.5	So probably my title is technically DevOps engineer, categorize right now
1:31.3	under software engineer, which is perfect segue way because of the blurred lines,
	...

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