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Google Cloud Container Compute Operations

Running a container is easy. Keeping it healthy in production is the hard part. This course will teach you how to deploy, operate, troubleshoot, and evaluate Google Cloud Run services—and know when GKE is the better choice.

Intermediate
48m

Created by Deepak Goyal

Last Updated Oct 09, 2026

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  • Course

Google Cloud Container Compute Operations

Running a container is easy. Keeping it healthy in production is the hard part. This course will teach you how to deploy, operate, troubleshoot, and evaluate Google Cloud Run services—and know when GKE is the better choice.

Intermediate
48m

Created by Deepak Goyal

Last Updated Oct 09, 2026

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What you'll learn

Running a container image is the easy part. Deploying it correctly, keeping it healthy under real traffic, and knowing when a managed container service stops being the right fit are what separate a working demo from a production-ready system. In this course, Google Cloud Container Compute Operations, you'll gain the ability to deploy and operate containerized workloads on Cloud Run with confidence in production environments. First, you'll explore how to deploy a containerized workload as a Cloud Run service, including defining the deployment specification, distinguishing deployer identity from runtime identity, and confirming the service reaches a healthy serving state. Next, you'll discover how to operate a running service, monitor its behavior, roll out new revisions without disruption, and diagnose and recover from common failures like image-pull errors and unhealthy endpoints. Finally, you'll learn how to evaluate when a Cloud Run service is the right compute primitive for a workload and when a workload's team maturity, scaling, networking, or portability needs justify moving to Google Kubernetes Engine instead. When you're finished with this course, you'll have the skills and knowledge of Google Cloud Container Compute Operations needed to confidently deploy, operate, troubleshoot, and evaluate containerized workloads in production environments.

Google Cloud Container Compute Operations
Intermediate
48m
Table of contents

About the author
Deepak Goyal - Pluralsight course - Google Cloud Container Compute Operations
Deepak Goyal
15 courses 0.0 author rating 0 ratings

Deepak Goyal is a technology expert and instructor with deep experience in cloud, data engineering, AI, architects, and leadership.

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