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Add ClearML Data admonitions (#115)
* Add admonition to differentiate between hyperdatasets and ClearML Data * fix link * edit hyperdataset admonition
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title: Best Practices
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title: Best Practices
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---
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---
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:::important
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This page covers `clearml-data`, ClearML's file-based data management solution.
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See [Hyper-Datasets](../hyperdatasets/overview.md) for ClearML's advanced queryable dataset management solution.
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:::
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The following are some recommendations for using ClearML Data.
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The following are some recommendations for using ClearML Data.
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## Versioning Datasets
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## Versioning Datasets
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title: Introduction
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title: Introduction
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---
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---
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:::important
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This page covers `clearml-data`, ClearML's file-based data management solution.
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See [Hyper-Datasets](../hyperdatasets/overview.md) for ClearML's advanced queryable dataset management solution.
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:::
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In Machine Learning, you are very likely dealing with a gargantuan amount of data that you need to put in a dataset,
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In Machine Learning, you are very likely dealing with a gargantuan amount of data that you need to put in a dataset,
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which you then need to be able to share, reproduce, and track.
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which you then need to be able to share, reproduce, and track.
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title: CLI
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title: CLI
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---
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---
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:::important
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This page covers `clearml-data`, ClearML's file-based data management solution.
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See [Hyper-Datasets](../hyperdatasets/overview.md) for ClearML's advanced queryable dataset management solution.
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:::
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The `clearml-data` utility is a CLI tool for controlling and managing your data with ClearML.
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The `clearml-data` utility is a CLI tool for controlling and managing your data with ClearML.
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The following page provides a reference to `clearml-data`'s CLI commands.
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The following page provides a reference to `clearml-data`'s CLI commands.
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title: SDK
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title: SDK
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---
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---
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:::important
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This page covers `clearml-data`, ClearML's file-based data management solution.
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See [Hyper-Datasets](../hyperdatasets/overview.md) for ClearML's advanced queryable dataset management solution.
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:::
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Datasets can be created, modified, and managed with ClearML Data's python interface. The following page provides an overview
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Datasets can be created, modified, and managed with ClearML Data's python interface. The following page provides an overview
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for using the most basic methods of the `Dataset` class. See the [Dataset reference page](../references/sdk/dataset.md)
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for using the most basic methods of the `Dataset` class. See the [Dataset reference page](../references/sdk/dataset.md)
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title: Workflows
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title: Workflows
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---
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---
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:::important
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This page covers `clearml-data`, ClearML's file-based data management solution.
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See [Hyper-Datasets](../../hyperdatasets/overview.md) for ClearML's advanced queryable dataset management solution.
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:::
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Take a look at the ClearML Data examples which demonstrate common workflows using the `clearml-data` CLI and the
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Take a look at the ClearML Data examples which demonstrate common workflows using the `clearml-data` CLI and the
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`Dataset` class:
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`Dataset` class:
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* [Dataset Management with CLI](data_man_simple.md) - Tutorial for creating, modifying, and consuming dataset with CLI.
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* [Dataset Management with CLI](data_man_simple.md) - Tutorial for creating, modifying, and consuming dataset with CLI.
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