Notebook Operations
This section aims at describing the various operations available under the Notebook tab.
This section aims at describing the following operations for a Notebook:
Major Operations
Datasets: Add datasets and get a list of all the added datasets.
Secrets: You can generate Environment Variables to save your confidential information from getting exposed.
Algorithms: You can get steps on how to do Algorithm Settings and Project level access to use Algorithms inside Notebook.
Transforms: Save and load models with transform script, register them or publish them as an API through DS Lab module.
Models: You can train, save, and load the models (Sklearn, Keras/TensorFlow, PyTorch). You can also register a model using this tab.
Predict: You can predict the model outputs inside the notebook.
Artifacts: You can save the plots and datasets as Artifacts inside a Notebook.
Variable Explorer: Get detailed information of Variables declared inside a Notebook.
Find and Replace: You can search for a specific text inside your code and replace it if needed.
Please Note: The below-given Notebook operations should be performed in this sequence only: Save Model -> Load Model -> Predict -> Save Artifacts
Other Operations
The Notebook operations icons (as provided below) help to apply various actions to the code/ code cell when clicked. They are provided on the top right side of the Notebook page.
The below given table lists the Menu Bar operations and mentions the related actions to them:
Icon
Icon Name
Action
Refresh
Refreshes the Notebook.
Restart kernel
Restarts the kernel by killing the current session and creates a new session.
Add Pre cell
Adds a code cell before the first cell.
Save
Saves the Notebook updates.
Delete cell
Removes the selected cell.
Undo Delete cell
Reverts the Deleted cell.
Cut cell
Cuts the code from a specific cell.
Copy cell
Copies the code from a specific cell.
Paste cell
Pastes the cut or copied code to the selected cell.
Run Current cell
Runs code given for a specific cell.
Run all cells
Runs the codes for all the cells.
Shutdown
Stops the Kernel/Disconnects the instance and allocated resources.
Collapse
Collapses the right-side menu panel.
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