MLOps is alive and well
source link: https://changelog.com/practicalai/210
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Practical AI – Episode #210
MLOps is alive and well
with Demetrios Brinkmann & Mihail Eric of MLOps.Community
Brought to you by
Worlds are colliding! This week we join forces with the hosts of the MLOps.Community podcast to discuss all things machine learning operations. We talk about how the recent explosion of foundation models and generative models is influencing the world of MLOps, and we discuss related tooling, workflows, perceptions, etc.
- 57 minutes
- Recorded Feb 1, 2023
- Published Feb 7, 2023
- Download (55MB)
- Transcript
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Chapters
| 1 | 00:07 |
Welcome to Practical AI |
| 2 | 00:43 |
Demetrios and Mihail |
| 3 | 01:54 | |
| 4 | 05:14 |
Chris throws a hand grenade into the convo |
| 5 | 09:44 |
MLOps vs DevOps when deploying |
| 6 | 15:30 |
Ops vs experiment tracking |
| 7 | 16:43 |
Where is MLOps going? |
| 8 | 25:57 |
Is this even legal?? |
| 9 | 32:22 | |
| 10 | 33:21 |
Is generative model bloat an issue? |
| 11 | 36:35 |
MLOps' diverse uses |
| 12 | 42:52 |
You are not Google |
| 13 | 54:07 |
Wrap up |
| 14 | 56:07 |
Outro |
Transcript
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