Streamlining AI/ML Workflows on GKE with Pulumi
workshop
·
May 2024
Date
May 29, 2024
Time
Duration
90 minutes
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
What you'll learn
- How to deploy a machine learning platform on GKE using Pulumi, eliminating the challenges of Kubernetes management.
- How to harness the computational power of GPUs and TPUs seamlessly within your AI/ML workflows.
This workshop uses Pulumi Cloud. Sign up to follow along.
This event has passed. Check out our on-demand recordings for more content.
Speakers
Josh Kodroff
Sr Solutions Architect, Pulumi
Jason Smith
Sr Cloud Customer Engineer, Google