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CourseTechnology

AI Infrastructure: Deployment Types

By External Provider

Price

Free

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Level

INTERMEDIATE

About this course

This course provides a comprehensive guide to deploying, managing, and optimizing AI and high-performance computing (HPC) workloads on Google Cloud. Through a series of lessons and practical demonstrations, you’ll explore diverse deployment strategies, ranging from highly customizable environments using Google Compute Engine (GCE) to managed solutions like Google Kubernetes Engine (GKE). Specifically, you’ll learn how to create clusters and deploy GKE for inference.

What you will learn

  • Describe the process of creating a GPU-accelerated cluster.
  • Identify how to provision a GPU-accelerated cluster on GCE.
  • Identify how to provision a GPU-accelerated cluster on GKE.
  • Identify how to deploy AI inference workloads on GKE.