> For the complete documentation index, see [llms.txt](https://docs.bdb.ai/bdb-documentation/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/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations.md).

# Notebook Operations

This section aims at describing the following operations for a Notebook:

* [**Save Model & Load Model** ](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/turn-your-script-into-a-model.md)**:** You can train, save, and load the models (Sklearn, Keras/TensorFlow, PyTorch)
* [**Predict**](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/predict.md)**:** You can predict the model outputs inside the notebook.
* [**Save Artifacts**](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/save-artifacts.md)**:** You can save the plots and datasets as Artifacts inside a Notebook. 
* [<mark style="color:blue;">**Find and Replace**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/find-and-replace.md): You can search for a specific text inside your code and replace it if needed.
* [<mark style="color:blue;">**Secrets**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/secrets.md): You can generate Environment Variables to save your confidential information from getting exposed.
* [<mark style="color:blue;">**Algorithms**</mark>](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/algorithms.md): You can get steps on how to do Algorithm Settings and Project level access to use Algorithms inside Notebook.
* [**Transforms**](/bdb-documentation/data-science-lab/various-tabs-to-work-with/notebook/notebook-page/notebook-operations/transforms.md): Save and load models with transform script, register them or publish them as an API through DS Lab module.

{% hint style="info" %} <mark style="color:green;">Please Note:</mark> *The given Notebook operations should be performed in this sequence only:*

**Save Model -> Load Model -> Predict -> Save Artifacts**
{% endhint %}

## **Other Notebook Operations**

The Notebook operations icons (as provided below) help to apply various actions to the code when clicked. They are provided on the top right side of the Notebook page.

<table><thead><tr><th width="150">Icon</th><th width="150">Icon Name</th><th>Action</th></tr></thead><tbody><tr><td><img src="/files/TDTUzmuJrL3HwI6nmoP3" alt="" data-size="line"></td><td>Add Pre cell</td><td>Adds a code cell before the first cell.</td></tr><tr><td><img src="/files/C7WbAViWWV40QFKbKVea" alt="" data-size="line"></td><td>Save</td><td>Saves the Notebook updates.</td></tr><tr><td><img src="/files/DPcqO8UKfU3vfCZ964Pm" alt="" data-size="line"></td><td>Delete cell</td><td>Removes the selected cell.</td></tr><tr><td><img src="/files/7Er7Nv83keZID7zEG3qj" alt="" data-size="line"></td><td>Undo Delete cell</td><td>Reverts the Deleted cell.</td></tr><tr><td><img src="/files/2et0D80rKEFbBNSOHy5p" alt="" data-size="line"></td><td>Cut cell</td><td>Cuts the code from a specific cell.</td></tr><tr><td><img src="/files/tMPeN0HXM0K89PuACPBh" alt="" data-size="line"></td><td>Copy cell</td><td>Copies the code from a specific cell.</td></tr><tr><td><img src="/files/hYkWSJ4N3O01CmDocW13" alt="" data-size="line"></td><td>Paste cell</td><td>Pastes the cut or copied code to the selected cell.</td></tr><tr><td><img src="/files/xrpsn5N66J3RQPbu3nMg" alt="" data-size="line"></td><td>Run Current cell</td><td>Runs code given for a specific cell.</td></tr><tr><td><img src="/files/uxZ4sK11W0eYGIVUDgnk" alt="" data-size="line"></td><td>Run all cell</td><td>Runs the codes for all the cells.</td></tr><tr><td><img src="/files/OyzHjYDOGUMqDBtUp8qT" alt="" data-size="line"></td><td>Interrupt cell</td><td>Stops/Interrupts the running of selected code(s).</td></tr><tr><td><img src="/files/s7MdwQx23cMs5MqX7qhW" alt="" data-size="line"></td><td>Shutdown</td><td>Stops the Kernel/Disconnects the instance and allocated resources.</td></tr></tbody></table>


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