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Simplifying the MLOps stack
We’re introducing dstack — an open-source command-line utility to provision and orchestrate ML infrastructure
Oct 4, 2022
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Andrey Cheptsov
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Simplifying the MLOps stack
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May 2022
The anti-pattern of ad-hoc training
In my last article, I wrote about how the use of Jupyter notebooks harms MLOps.
May 27, 2022
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Andrey Cheptsov
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The anti-pattern of ad-hoc training
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Notebooks and MLOps. Choose one.
In the previous issue, I wrote about what MLOps suffers from.
May 13, 2022
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Andrey Cheptsov
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Notebooks and MLOps. Choose one.
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April 2022
Things that kill MLOps
Most of today’s ML models are built using public datasets and trained in notebooks.
Apr 28, 2022
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Andrey Cheptsov
7
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Things that kill MLOps
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March 2022
How dstack works
Our vision for the future of training models and managing data
Mar 30, 2022
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Andrey Cheptsov
1
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How dstack works
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