One of the most popular ways to train and serve models is to do AI/ML on Kubernetes. However, data scientists typically don’t do double duty as platform managers.

Standing up a Kubernetes environment can be a challenge for data scientists but most data scientists know Python. We will demonstrate how with Pulumi you can deploy a machine learning platform on GKE and leverage the power of GPUs and TPUs.

If you want to code along, you’ll need the following:
-- Create a Pulumi account: https://pulumip.us/Free-Sign-Up
-- A Google Cloud account (free tier is okay).

For more info, see: https://pulumip.us/Get-Started-Docs-GoogleCloud