Creating Vertex AI Notebook & JupiterLab Setup
In the Google Cloud Console, first check if you are in the right project where you want to create a Vertex AI Workbench. In the search service section search for Vertex AI , and in Vertex AI go to Workbench on the left panel. Verify that you are on the USER_MANAGED NOTEBOOKS tab. Click on “NEW NOTEBOOK” on the top > TensorFlow Enterprise > Select the Version & with/ without GPU based on requirement. In the Pop-up select advanced settings > give a name to the notebook & check the region/zone where the notebook instance will be launched(Notebook is a VM instance under the hood). Once the notebook is created, click on the “OPEN JUPYTERLAB” link in the list view, this will open the Jupyter notebook in the new browser tab. On the Launcher page, double click on Terminal to configure the Gitlab SSH & clone the repository. In the terminal enter the command “ ssh-keygen” , to generate a key(which will be linked with the Gitlab account) After key is generated, check the...