Discover Google Cloud training your way
With 980+ learning activities to choose from, Google Cloud has designed our comprehensive catalog with you in mind. The catalog consists of a variety of activity formats for you to pick from. Choose from bite-size individual labs or multi-module courses that consist of videos, documents, labs, and quizzes. Our labs give you temporary credentials to actual cloud resources, so you can learn Google Cloud using the real thing. Earn badges for what you complete, define, track, and measure your success with Google Cloud!
122 results
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Lab Featured Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh
In this lab you will install the Anthos Service Mesh, and deploy a resnet model, all on a GKE cluster.
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Course Featured Anthos on Bare Metal
Course three of the Anthos series prepares students to run Anthos in a customer’s on-premises environment, on bare metal.Through presentations and hands-on labs, participants explore deploying and running Anthos applications on bare metal, creating the Anthos infrastructure, deploying applications, and performing …
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Course Featured Cloud Operations and Service Mesh with Anthos
Course two of the Architecting Hybrid Cloud with Anthos series prepares students to operate and observe Anthos environments. Through presentations and hands-on labs, participants explore adjusting existing clusters, setting up advanced traffic routing policies, securing communication across workloads, and observin…
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Course Featured Hybrid Cloud Modernizing Applications with Anthos
Course four of the Anthos series prepares students to consider multiple approaches for modernizing applications and services within Anthos environments. Topics include optimizing workloads on serverless platforms and migrating workloads to Anthos. This course is a continuation of course three, Anthos on Bare Metal…
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Course Featured Hybrid Cloud Infrastructure Foundations with Anthos
Welcome to Hybrid Cloud Infrastructure Foundations with Anthos! This is the first course of the Architecting Hybrid Cloud Infrastructure with Anthos path. Anthos enables you to build and manage modern applications, and gives you the freedom to choose where to run them. Anthos gives you one consistent experience …
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Course Featured Multi-Cluster, Multi-Cloud with Anthos
Course one of the Architecting Hybrid Cloud with Anthos series introduces participants to manage multi-cloud and hybrid Kubernetes deployments using Anthos. Through presentations and hands-on labs, participants explore planning and creating Anthos environments and building manageable and reliable multi-cluster Kub…
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Course Featured Hybrid Cloud Service Mesh with Anthos
This on-demand course equips students to understand and adopt Istio-based service-mesh with Anthos for centralized observability, traffic management, and service-level security. This is the second course of the Architecting Hybrid Cloud Infrastructure with Anthos series. After completing this course, learners sho…
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Course Featured Hybrid Cloud Multi-Cluster with Anthos
This on-demand course equips students to understand, configure, and maintain multi-cluster Kubernetes infrastructures using Anthos GKE, and Istio-based service mesh, whether deployed with Anthos on Google Cloud or with Anthos deployed on VMware. This is the third, and final, course of the Architecting Hybrid Clou…
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Lab Featured Installing Anthos Service Mesh on Google Kubernetes Engine
In this lab you will install the Anthos Service Mesh, and use it with the Bookinfo microservices application, all on a GKE cluster.
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Lab Featured Google Kubernetes Engine: Qwik Start
Google Kubernetes Engine provides a managed environment for deploying, managing, and scaling your containerized applications using Google infrastructure. This hands-on lab shows you how deploy a containerized application with Kubernetes Engine.
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Course Featured Architecting with Google Kubernetes Engine: Production
In this course, "Architecting with Google Kubernetes Engine: Production," you'll learn about Kubernetes and Google Kubernetes Engine (GKE) security; logging and monitoring; and using Google Cloud managed storage and database services from within GKE. This is the final course of the Architecting with Google Kubern…
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Lab Featured Cloud Monitoring: Qwik Start
This lab shows you how to monitor a Compute Engine virtual machine (VM) instance with Cloud Monitoring.
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Lab Featured Implement Load Balancing on Compute Engine: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Implement Load Balancing on Compute Engine skill badge. You should be familiar with the content of the labs before attempting this lab.
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Lab Featured Managing Deployments Using Kubernetes Engine
Dev Ops best practices make use of multiple deployments to manage application deployment scenarios. This lab provides practice in scaling and managing containers to accomplish common scenarios where multiple heterogeneous deployments are used.
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Lab Featured Using OpenTSDB to Monitor Time-Series Data on Cloud Platform
In this lab you will learn how to collect, record, and monitor time-series data on Google Cloud Platform (GCP) using OpenTSDB running on Google Kubernetes Engine and Google Cloud Bigtable.
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Lab Featured App Dev: Deploying the Application into Kubernetes Engine - Python
In this lab, you will deploy the quiz application into Kubernetes Engine, leveraging Google Cloud Platform resources including Container Builder and Container Registry, and Kubernetes resources including Deployments, Pods, and Services.
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Lab Featured Develop your Google Cloud Network: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Develop your Google Cloud Network skill badge. You should be familiar with the content of the labs before attempting this lab.
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Lab Featured Cloud Logging on Kubernetes Engine
In this lab you will deploy a sample application to Kubernetes Engine that forwards log events to Cloud Logging.
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Course Featured Build Infrastructure with Terraform on Google Cloud
Complete the intermediate Build Infrastructure with Terraform on Google Cloud skill badge to demonstrate skills in the following: Infrastructure as Code (IaC) principles using Terraform, provisioning and managing Google Cloud resources with Terraform configurations, effective state management (local and remote), a…
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Lab Featured Deploying GKE Autopilot Clusters from Cloud Shell
Use this template for lab guides created after April 8, 2020. Report issues to mafaulkner.
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Lab Featured Deploying GKE Autopilot Clusters
Getting Started with Google Kubernetes Engine: Creating a GKE Autopilot Cluster via Google Cloud Console
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Lab Featured Google Kubernetes Engine Security: Binary Authorization
This lab deploys a Kubernetes Engine Cluster with the Binary Authorization feature enabled; you'll learn how to whitelist approved container registries and the process of creating and running a signed container.
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Course Featured Google Kubernetes Engine Best Practices: Security
Get Anthos Ready. This Google Kubernetes Engine-centric quest of best practice hands-on labs focuses on security at scale when deploying and managing production GKE environments -- specifically role-based access control, hardening, VPC networking, and binary authorization.
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Course Featured Implement Load Balancing on Compute Engine
Complete the introductory Implement Load Balancing on Compute Engine skill badge to demonstrate skills in the following: writing gcloud commands and using Cloud Shell, creating and deploying virtual machines in Compute Engine, and configuring network and HTTP load balancers. A skill badge is an exclusive digital…
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Lab Featured Setting up a Private Kubernetes Cluster
Hands-on lab for creating a private cluster in the cloud environment. In a private cluster, nodes do not have public IP addresses, so your workloads run in an environment that is isolated from the Internet. Prerequisites: Experience with Kubernetes Clusters, and CIDR-range IP address.
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Lab Featured VPC Networking Fundamentals
In this lab you create an auto-mode VPC network with firewall rules and 2 VM instances, then explore the connectivity for the VM instances.
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Lab Featured Monitoring Multiple Projects with Cloud Monitoring
In this hands-on lab we take a look through some of the information provided by the Cloud Monitoring tools, and teach some of the concepts you will need to know to take advantage of Cloud Monitoring effectively.
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Course Featured Set Up an App Dev Environment on Google Cloud
Earn a skill badge by completing the Set Up an App Dev Environment on Google Cloud course, where you learn how to build and connect storage-centric cloud infrastructure using the basic capabilities of the of the following technologies: Cloud Storage, Identity and Access Management, Cloud Functions, and Pub/Sub. …
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Course Featured Manage Kubernetes in Google Cloud
Earn a skill badge by completing the Manage Kubernetes in Google Cloud quest, where you will learn about Google Kubernetes Engine and multiple deployment approaches including how to: configure and build images to run and debug Docker containers, build Kubernetes Engine clusters, and manage them with kubectl, deplo…
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Lab Featured Exploring Cost-optimization for GKE Virtual Machines
In this hands-on lab, you'll learn how to determine and select the the most cost effective machine type for a GKE application. You will also explore the pros and cons of a multi-zonal cluster.
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Lab Featured Implement DevOps Workflows in Google Cloud: Challenge Lab
This challenge labs tests your skills in implementing a CI/CD pipeline using Cloud Build, Cloud Source Repositories, and GKE.
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Lab Featured Monitoring and Logging for Cloud Functions
Use Cloud Monitoring to view Cloud Functions details in the Google Cloud console, and Cloud Logging to look at the data for your cloud function.
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Lab Featured Optimize Costs for Google Kubernetes Engine: Challenge Lab
This lab offers a series of challenges that involve deploying, scaling, and maintaining a cluster application while optimizing resource usage.
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Lab Featured Creating and Alerting on Logs-based Metrics
In this hands-on lab learn how to create log-based metrics and view the alerts in Cloud Monitoring
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Lab Featured Understanding and Combining GKE Autoscaling Strategies
In this lab you will explore the benefits of different Google Kubernetes Engine autoscaling strategies, like Horizontal Pod Autoscaling and Vertical Pod Autoscaling for pod-level scaling, and Cluster Autoscaler and Node Auto Provisioning for node-level scaling.
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Lab Featured Set Up a Google Cloud Network: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Set Up a Google Cloud Network skill badge. Are you ready for the challenge?
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Course Featured Optimize Costs for Google Kubernetes Engine
Complete the intermediate Optimize Costs for Google Kubernetes Engine skill badge to demonstrate skills in the following: creating and managing multi-tenant clusters, monitoring resource usage by namespace, configuring cluster and pod autoscaling for efficiency, setting up load balancing for optimal resource distr…
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Lab Featured Deploy Kubernetes Applications on Google Cloud: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Deploy Kubernetes Applications on Google Cloud course. You should be familiar with the content of the labs before attempting this lab.
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Lab Featured Implement Cloud Security Fundamentals on Google Cloud: Challenge Lab
This challenge lab tests your skills using security and identity services with Google Cloud.
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Lab Featured GKE Workload Optimization
This lab demonstrates how optimization in your cluster's workloads can lead to an overall optimization of your resources and costs. It walks through a few different workload optimization strategies such as container native load balancing, application load testing, readiness and liveness probes, and pod disruption …
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Lab Featured Orchestrating the Cloud with Kubernetes
In this lab you will learn how to provision a complete Kubernetes cluster using Google Kubernetes Engine, deploy and manage Docker containers using kubectl, and break an application into microservices using Kubernetes' Deployments and Services.
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Lab Featured Introduction to Docker
In this lab you will familiarize yourself with the basic Docker container environment commands. You will create, run, and debug containers, and learn to pull and push images to and from Google Artifact Registry.
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Lab Featured Debugging Apps on Google Kubernetes Engine
This lab teaches you how logging works on GKE and some best practices for log collection by going through some common logging use cases.
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Lab Featured Scale Out and Update a Containerized Application on a Kubernetes Cluster: Challenge Lab
Your challenge is to deploy a containerized application to a Kubernetes cluster, updated the application, then scaled it out.
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Lab Featured Build and Deploy a Docker Image to a Kubernetes Cluster: Challenge Lab
In this hands-on lab you will build a Docker container image using a tag that allows it to be stored on the Google Container Registry (GCR), then push it out to GCR before deploying. Create a Kubernetes cluster and deploy the sample app to the cluster.
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Lab Featured Deploy Kubernetes Load Balancer Service with Terraform
In Terraform, a Provider is the logical abstraction of an upstream API. This lab will show you how to setup a Kubernetes cluster and deploy Load Balancer type Nginx service on it.
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Course Featured Monitor and Manage Google Cloud Resources
This challenge lab tests your skills and knowledge from the labs in the Monitor and Manage Google Cloud Resources quest. You should be familiar with the content of labs before attempting this lab.
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Lab Featured Manage Kubernetes in Google Cloud: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Manage Kubernetes in Google Cloud skill badge. You should be familiar with the content of the labs before attempting this lab.
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Lab Featured Google Kubernetes Engine Pipeline using Cloud Build
Create a CI/CD pipeline that automatically builds a container image, stores the image in Artifact Registry, updates a Kubernetes manifest in a Git repository, and deploys the application to Google Kubernetes Engine.
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Course Featured Getting Started with Google Kubernetes Engine
Welcome to the Getting Started with Google Kubernetes Engine course. If you're interested in Kubernetes, a software layer that sits between your applications and your hardware infrastructure, then you’re in the right place! Google Kubernetes Engine brings you Kubernetes as a managed service on Google Cloud. Th…