Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab

#------------CHANGE REGION---------

REGION=us-east4

gcloud workbench instances create vertex-ai-challenge --vm-image-project=cloud-notebooks-managed --vm-image-name=workbench-instances-v20240214-debian-11-py310 --machine-type=e2-standard-4 --location=$REGION-b

echo "WORKBENCH LINK : https://console.cloud.google.com/vertex-ai/workbench/instances?project=$DEVSHELL_PROJECT_ID "

#---OPEN JUPYTER > TERMINAL IN OTHRER TAB > RUN BELOW COMMAND

git clone https://github.com/GoogleCloudPlatform/training-data-analyst
cd training-data-analyst/quests/vertex-ai/vertex-challenge-lab
pip install -U -r requirements.txt --user

#----OPEN training-data-analyst/quests/vertex-ai/vertex-challenge-lab > DELETE vertex-challenge-lab.ipynb
#---UPLOAD (UP ARROW BUTTON) > vertex-challenge-lab (PRESENT IN DRIVE FOLDER) 
#---DOUBLE CLICK THE FILE > CHANGE PROJECT ID AND REGION IN BEGINNING CELLS 
#----RUN ALL CELLS & WAIT FOR EXECUATION