prathwik0 / gcp-ml-deploy

1. Writing the app

• The code to build, train, and save the model is in the test folder.
• Implement the app in main.py

2. Setup Google Cloud

• Create new project
• Activate Cloud Run API and Cloud Build API

3. Install and init Google Cloud SDK

• https://cloud.google.com/sdk/docs/install

4. Dockerfile

5. Cloud build & deploy

gcloud builds submit --tag gcr.io/<project_id>/<function_name>
gcloud run deploy --image gcr.io/<project_id>/<function_name> --platform managed