> For the complete documentation index, see [llms.txt](https://docs.bdb.ai/data-science-lab-4/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.bdb.ai/data-science-lab-4/project/tabs-for-a-data-science-lab-project/tabs-for-tensorflow-and-pytorch-environment/notebook/notebook-page/notebook-operations/artifacts.md).

# Artifacts

{% hint style="success" %}
*Check out the walk-through on how to Save Artifacts.*
{% endhint %}

{% embed url="<https://files.gitbook.com/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FBLGYLEkBUnc8nVEBAuEI%2Fuploads%2FC1Q2nJ211EtpV5FWFY5t%2FArtifacts.mp4?alt=media&token=5e9e5442-e371-4b6b-9343-f8c8ce1a8066>" %}
***Saving Artifacts in a Notebook***
{% endembed %}

{% hint style="info" %}
*<mark style="color:green;">Please Note:</mark> The user can save the artifacts of a predicted model using this option.*
{% endhint %}

## Saving Artifacts

* Navigate to a Notebook.
* Add a new cell.
* Provide Data set.
* Define DataFrame and execute the cell.

<figure><img src="/files/hjnxexTfaNhqhNdCX9I1" alt=""><figcaption></figcaption></figure>

* A new cell be added below.
* Click the Ellipsis icon to access more options.
* Select the ***Save Artifacts*** option.

<figure><img src="/files/XxsU0cG1IEhZSqEoW3v0" alt=""><figcaption></figcaption></figure>

* Give proper DataFrame name and Name of Artifacts (with extensions - .csv/.txt/.json)
* Execute the cell.

<figure><img src="/files/OHWTRs0HX5boCJ7XySIn" alt=""><figcaption></figcaption></figure>

* The Artifacts get saved under the ***Artifacts*** tab.

<figure><img src="/files/Juy4cIQd7Jgz9Utuez93" alt=""><figcaption><p><em><strong>Saved Artifacts inside a Notebook</strong></em></p></figcaption></figure>

{% hint style="info" %}
*<mark style="color:green;">Please Note:</mark>*&#x20;

* *The saved **Artifacts** can be downloaded as well.*
* *The user can also get an instant visual depiction of the data based on their executed scripts.​​​*
  {% endhint %}

## Preview Artifacts <a href="#download-the-saved-artifacts" id="download-the-saved-artifacts"></a>

* Navigate to the ***Artifacts*** tab on the Notebook page.
* Select a saved Artifact from the list.
* Click the vertical ellipsis <img src="/files/rWwQtsEWFbg5ldc9wldq" alt="" data-size="line">icon for the saved Artifact.
* Click the ***Preview*** option from the context menu.

&#x20;     &#x20;

<figure><img src="/files/sBAAfmfr5wr1XOQAnuy5" alt=""><figcaption></figcaption></figure>

* The ***Artifact Preview*** gets displayed.

<figure><img src="/files/htWz41Vuoc802SnFi7DH" alt=""><figcaption></figcaption></figure>

{% hint style="info" %}
*<mark style="color:green;">Please Note:</mark>*&#x20;

* *By clicking the **Delete** option, the selected Artifact gets deleted from the list.*
* *Refer the* [***Data Science Lab Quick Start Flow***](https://docs.bdb.ai/data-science-lab-4/data-science-lab-quick-start-flow) *page to get an overview of the **Data Science Lab** module in nutshell.*&#x20;
  {% endhint %}