training-gcp

Google Cloud starter tutorials. Some of this are a merge of the ones you can find in the official documentation.

Content

Before you start

• Creating a GCP account
• Starting with the SDK
• Creating projects and activating your API Key

Deploying a containerized app to Kubernetes

• Requirements for this tutorial
• Building your Docker image locally
• Pushing your local image to the Container Registry
• Creating a Kubernetes container cluster
• Deploying your app to a Kubernetes cluster and exposing it to the internet

Running your own ML models in a cluster

Building data pipelines