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!
1051 results
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Lab Featured Vertex AI PaLM API: Qwik Start
Use Generative AI Studio to create prompts and conversations
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Lab Featured Cloud Spanner - Loading Data and Performing Backups
In this lab, you explore various ways to load data into Cloud Spanner as well as perform a backup of your database.
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Lab Featured App Engine: Qwik Start - PHP
This hands-on lab shows you how to create a small App Engine application that displays a short message. Watch the short video Build Apps at Scale with Google App Engine.
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Lab Featured Protecting Google Compute resources with FortiGate
This lab is intended for network administrators implementing network traffic inspection in Google Cloud using FortiGate next-gen firewalls. You will learn the reference architecture and configure inbound, outbound and east-west traffic inspection using a FortiGate HA cluster.
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Lab Featured Cloud SQL with Terraform
In this hands-on lab you will learn to create Cloud SQL instances with Terraform, then set up the Cloud SQL Proxy, testing the connection with both MySQL and PostgreSQL clients.
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Lab Featured Cloud Spanner - Defining Schemas and Understanding Query Plans
In this lab, you review schema related features of Cloud Spanner and apply those to a Banking Operations database. You also review the methods and rules by which Cloud Spanner creates query plans.
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Lab Featured Generative AI: Security Engineer Revision
Arcade chatbot lab to learn about the Professional Security Engineer
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Lab Featured Cloud Filestore: Qwik Start
Cloud Filestore is a managed file storage service for applications that require a filesystem interface and a shared filesystem for data. Filestore gives users a simple, native experience for standing up managed Network Attached Storage (NAS) with their Google Compute Engine and Kubernetes Engine instances.
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Lab Featured Implement the User Experience for your AppSheet App
In this lab, you will use AppSheet to implement the UX components in your app.
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Lab Featured Classify Images of Cats and Dogs using Transfer Learning
In this lab, you will learn how to classify images of cats and dogs by using transfer learning from a pre-trained network.
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Lab Featured BigQuery: Qwik Start - Console
This lab shows you how to query public tables and load sample data into BigQuery using the Web UI. Watch the short videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.
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Lab Featured Migrating a Monolithic Website to Microservices on Google Kubernetes Engine
Deploy a monolithic application to a Google Kubernetes Engine cluster, then break it down into microservices.
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Lab Featured Getting Started with Security Command Center
In this lab, you take your first steps with Security Command Center (SCC) by exploring the service’s interface, configurations, vulnerability findings, and analyzed asset features.
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Lab Featured Awwvision: Cloud Vision API from a Kubernetes Cluster
This hands-on lab uses Kubernetes and Cloud Vision API to create an example of how to use the Vision API to classify (label) images from Reddit's /r/aww subreddit and display the labelled results in a web app.
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Lab Featured Cloud Source Repositories: Qwik Start
In this lab you will create a local Git repository that contains files for a sample App Engine application, add a GCP repository as a remote, and push the contents of the local repository.
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Lab Featured Getting Started with BigQuery ML
In this lab, you learn how to use BigQuery to create a machine learning model that predicts whether a visitor will make a transaction.
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Lab Featured Ingesting New Datasets into BigQuery
This lab focuses on how to ingest new datasets into tables inside of BigQuery.
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Lab Featured Deploy Microsoft SQL Server to Compute Engine
In this lab you will learn how to create a virtual machine with Microsoft SQL Server installed. You’ll also create a Windows user and password and learn how to connect to the Windows Server via remote desktop.
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Lab Featured Cloud Storage: Qwik Start - CLI/SDK
This hands-on lab shows you how to perform basic tasks in Cloud Storage using the gsutil command-line tool. Watch the short video Google Cloud Storage: Massive Scalability Plus More.
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Lab Featured Use APIs to Work with Cloud Storage: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Use APIs to Work with Cloud Storage quest. You should be familiar with the content of labs before attempting this lab.
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Lab Featured Arcade Hero: Enter the Artifact Registry Container
Arcade Hero: Artifact Registry Level One
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Lab Featured Build a dashboard using the Looker Enterprise UI
Explore in Looker Enterprise to do in-depth data analysis, integrate insights across different data sources, build actionable data-driven workflows, and create custom data applications to make critical business decisions.
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Lab Featured Creating Spanner Instances and Databases (Console)
In this lab, you create Spanner instances and databases using the Google Cloud Console.
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Lab Featured Securing Container Builds
Artifact Registry enables you to store different artifact types, create multiple repositories in a single project, and associate a specific region or multi-region with each repository.
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Lab Featured Set Up a Query-based Alert By Using MQL: Qwik Start
Learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.
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Lab Featured Cloud Storage: Qwik Start - Cloud Console
This hands-on lab shows you how to perform basic tasks in Cloud Storage using the Google Cloud Console. Watch the short video Google Cloud Storage: Massive Scalability Plus More.
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Lab Featured Datastore: Qwik Start
This hands-on lab will show you how to store and query data in Google Cloud Datastore using the Google Cloud Platform.
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Lab Featured Tag and Discover BigLake Data: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Tag and Discover BigLake Data course. You should be familiar with the content of labs before attempting this lab.
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Lab Featured Network Tiers - Optimizing Network Spend
In this lab, you create one VM in the premium network service tier (default) and one VM in the standard network service tier. Then you compare the latency and routes for each VM instance.
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Lab Featured Bracketology with Google Machine Learning
In this lab, you use BigQuery to analyze the public NCAA dataset and BigQuery ML to predict NCAA tournament brackets.
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Lab Featured Deploy, Scale, and Update Your Website on Google Kubernetes Engine
Deploy a website to Google Kubernetes Engine, scale it out to more instances, and deploy a new version using Rolling Updates.
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Lab Featured Weather Data in BigQuery
In this lab you analyze historical weather observations using BigQuery in conjunction with other datasets
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Lab Featured Predict Visitor Purchases with a Classification Model in BigQuery ML
In this lab, you use an available ecommerce dataset to create a classification (logistic regression) model in BigQuery ML that predicts customers' purchasing habits.
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Lab Featured APIs Explorer: Cloud Storage
In this lab you will use the APIs Explorer tool to create Cloud Storage buckets, upload data to the bucket, and remove content from buckets.
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Lab Featured Datastream: PostgreSQL Replication to BigQuery
In this lab you will replicate data from a PostgreSQL database to BigQuery.
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Lab Featured Dataproc: Qwik Start - Command Line
This lab shows you how to create a Dataproc cluster, run a simple Apache Spark job in the cluster, and then modify the number of workers in the cluster using the command line. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.
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Lab Featured Using the Google Cloud Speech API: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Using the Google Cloud Speech API quest. You should be familiar with the content of labs before attempting this lab.
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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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Lab Featured Mitigate Bias with MinDiff in TensorFlow
This lab helps you learn how to mitigate bias using MinDiff technique by leveraging TensorFlow Model Remediation library.
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Lab Featured Google Cloud Storage - Bucket Lock
In this lab, you learn how to use Google Cloud Storage Bucket Lock to manage object retention.
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Lab Featured Bigtable: Qwik Start - Command Line
Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line. Watch the short videos Bigtable: Qwik Start - Qwiklabs Preview and Handle Massive Worklo…
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Lab Featured Creating Measures and Dimensions Using LookML
In this lab, you build dimensions and measures in LookML and learn about different types of dimensions and measures that Looker supports.
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Lab Featured Optimizing Performance of LookML Queries
In this lab, you learn how to optimize query performance in Looker.