AI Infrastructure: Deployment Types

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AI Infrastructure: Deployment Types

Coursera · Intermediate ·☁️ DevOps & Cloud ·3mo ago

Skills: AI Systems Design90%Cloud Fundamentals80%

Key Takeaways

Deploys and manages AI and HPC workloads on Google Cloud using Google Compute Engine and Google Kubernetes Engine

Original Description

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.

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