How to create a Vertex AI JupyterLab Notebook?
To create a Vertex AI JupyterLab Notebook using Vertex AI Workbench, you need to follow these steps:
Step 1:
Navigate to your Google Cloud Console and locate “My sample project”. In case you don’t have any project, navigate to console search bar and enter “Vertex AI”. Select Vertex AI in the search result
Step 2:
On the left side panel, locate “Notebooks” and in that, choose “Workbench”.
You might be redirected to enable notebook APIs. Enable them all and wait for some time until it gets completed.
Step 3:
Click User-managed notebooks and click on Create a new button to create a jupyter notebook instance to train our model in GCP.
Step 4:
To create a new notebook instance fill in the details like instance name, region, zone, operating system, etc. or keep it as default and then scroll down to the create button and click on it.
Step 5:
Wait some time once the instance is created successfully click the open jupyterlab button.
Step 6:
When the page is loaded you can see a jyupiter lab interface same as your local system, To create a new notebook click on the python3 named icon in the notebook section.
Create a Vertex AI JupyterLab Notebook
In this article, you will learn how to create a Vertex AI JupyterLab Notebook, which is a powerful and flexible development environment for machine learning. You will also learn how to use Vertex AI Workbench, which is a service that provides user-managed notebooks with preinstalled data science and machine learning frameworks.
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