What will you learn?
How you can track and compare data versions in neptune.ai.
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How does artifact versioning work in Neptune?
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How to explore tracked files in the Neptune UI?
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Comparing and grouping runs by data versions
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What type of files can be tracked using Neptune?
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Is it possible to track dataframe or CSV changes?
Important: This video was created in December 2022. For the most up-to-date code examples, please refer to the Neptune docs.
Other useful resources
Check also the docs on what you can log and display in Neptune.
More about How to Version Datasets or Models Stored in the S3 Compatible Storage
What is a Project in Neptune?
Model Training: Detectron2 + neptune.ai Integration [Example]
Model Training: Prophet + neptune.ai Integration [Example]
Create AzureML Pipeline – Workshop with Aurimas Griciūnas
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