Discover Google Cloud training your way
With 700+ 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!
111 results
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Course Featured Prompt Design in Vertex AI
Complete the introductory Prompt Design in Vertex AI skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Vertex AI. Discover how to craft effective prompts, guide generative AI output, and apply Gemini models to real-world marketing s…
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Course Featured Analyze Sentiment with Natural Language API
Earn a skill badge by completing the Analyze Sentiment with Natural Language API quest, where you will learn how the API derrives sentiment from text. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your abili…
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Course Featured Analyze Images with the Cloud Vision API
Earn a skill badge by completing the Analyze Images with the Cloud Vision API quest, where you learn how to use the Cloud Vision API to many things, like read text that is part in an image. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud pro…
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Course Featured Get Started with Eventarc
Earn a skill badge by completing the Get Started with Eventarc quest, where you use Eventarc to create event triggers for different resources including Pub/Sub topics and Cloud Storage buckets. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud…
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Course Featured Get Started with Pub/Sub
Earn a skill badge by completing the Get Started with Pub/Sub quest, where you learn how to use Pub/Sub through the Cloud console, how Cloud Scheduler jobs can save you effort, and when Pub/Sub Lite can save you money on high-volume event ingestion. A skill badge is an exclusive digital badge issued by Google Cl…
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Course Featured Analyze Speech and Language with Google APIs
Earn a skill badge by completing the Analyze Speech & Language with Google APIs quest, where you learn how to use the Natural Language and Speech APIs in real-world settings. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and s…
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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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Course Featured Build a Secure Google Cloud Network
Earn a skill badge by completing the Build and Secure Networks in Google Cloud course, where you will learn about multiple networking-related resources to build, scale, and secure your applications on Google Cloud. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficie…
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Course Featured Get Started with TensorFlow on Google Cloud
Earn a skill badge by completing the Get Started with TensorFlow on Google Cloud quest where you will learn how to use TensorFlow and Vertex AI. This quest will teach you how to build simple machine learning models with TensorFlow while simultaneously walking you through how to leverage Vertex AI to build and depl…
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Course Featured Inspect Rich Documents with Gemini Multimodality and Multimodal RAG
Complete the intermediate Inspect Rich Documents with Gemini Multimodality and Multimodal RAG skill badge to demonstrate skills in the following: using multimodal prompts to extract information from text and visual data, generating a video description, and retrieving extra information beyond the video using multim…
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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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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 Build LookML Objects in Looker
Earn a skill badge by completing the Build LookML Objects in Looker quest, where you will learn how to do the following: design/build new dimensions and measures, views, and derived tables, set measure filters and types based on requirements, update dimensions and measures (change names, use aliases), build and re…
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Course Featured Begin with Workspace: Essentials
Earn a skill badge by completing the Begin with Workspace: Essentials quest, where you will get introduced to Google's collaborative platform and learn to use Gmail, Calendar, Meet, Drive, Sheets, and AppSheet. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency…
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Course Featured Create and Manage AlloyDB Databases
Earn a skill badge by completing the Create and Manage AlloyDB Databases quest, where you will learn how to: Perform core AlloyDB operations and tasks, Migrate to AlloyDB from PostgreSQL, Administer an AlloyDB Database, and Accelerate Analytical Queries using the AlloyDB Columnar Engine. A skill badge is an excl…
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Course Featured Build a Data Mesh with Dataplex
Complete the introductory Build a Data Mesh with Dataplex skill badge to demonstrate skills in the following: building a data mesh with Dataplex to facilitate data security, governance, and discovery on Google Cloud. You practice and test your skills in tagging assets, assigning IAM roles, and assessing data quali…
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Course Featured Analyze and Visualize Looker Data
Complete the introductory Analyze and Visualize Looker Data skill badge to demonstrate skills in the following: filtering, sorting, and pivoting data, merging results from different Looker Explores, and using functions and operators to build Looker dashboards and reports for data analysis and visualization. A sk…
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Course Featured Prepare Data for ML APIs on Google Cloud
Complete the introductory Prepare Data for ML APIs on Google Cloud skill badge to demonstrate skills in the following: cleaning data with Dataprep by Trifacta, running data pipelines in Dataflow, creating clusters and running Apache Spark jobs in Dataproc, and calling ML APIs including the Cloud Natural Language A…
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Course Featured Manage PostgreSQL Databases on Cloud SQL
Earn a skill badge by completing the Manage PostgreSQL Databases on Cloud SQL quest, where you will learn how to migrate, configure and optimize running a PostgreSQL database on Cloud SQL for PostgreSQL. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Go…
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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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Course Featured Automate Data Capture at Scale with Document AI
Earn a skill badge by completing the Automate Data Capture at Scale with Document AI quest, where you learn how to create a document processing pipeline that will automatically process documents. You will learn how to use the Document AI form processor to extract data from the documents and save the data. A skil…
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Course Featured Predict Soccer Match Outcomes with BigQuery ML
Earn a skill badge by completing the Predict Soccer Match Outcomes with BigQuery ML course, where you will gain practical experience on the fundamentals of sports data science using BigQuery, including how to create a soccer dataset in BigQuery by importing CSV and JSON files; harness the power of BigQuery with so…
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Course Featured Detect Manufacturing Defects using Visual Inspection AI
Earn a skill badge by completing the Detect Manufacturing Defects using Visual Inspection AI course, where you learn how to use Visual Inspection AI to deploy a solution artifact and test that it can successfully identify defects in a manufacturing process. A skill badge is an exclusive digital badge issued by G…
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Course Featured Get Started with Dataplex
Earn a skill badge by completing the Get Started with Dataplex quest, where you use Dataplex to start creating a data mesh on Google Cloud. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply…
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Course Featured Cloud Architecture: Design, Implement, and Manage
Earn a skill badge by completing the Cloud Architecture: Design, Implement, and Manage to demonstrate skills in the following: deploy a publicly accessible website using Apache web servers, configure a Compute Engine VM using startup scripts, configure secure RDP using a Windows Bastion host and firewall rules, bu…
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Course Featured Develop your Google Cloud Network
Earn a skill badge by completing the Develop your Google Cloud Network course, where you learn multiple ways to deploy and monitor applications including how to: explore IAM rols and add/remove project access, create VPC networks, deploy and monitor Compute Engine VMs, write SQL queries, deploy and monitor VMs in …
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Course Featured Engineer Data for Predictive Modeling with BigQuery ML
Complete the intermediate Engineer Data for Predictive Modeling with BigQuery ML skill badge to demonstrate skills in the following: building data transformation pipelines to BigQuery using Dataprep by Trifacta; using Cloud Storage, Dataflow, and BigQuery to build extract, transform, and load (ETL) workflows; buil…
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Course Featured Build a Data Warehouse with BigQuery
Complete the intermediate Build a Data Warehouse with BigQuery skill badge to demonstrate skills in the following: joining data to create new tables, troubleshooting joins, appending data with unions, creating date-partitioned tables, and working with JSON, arrays, and structs in BigQuery. A skill badge is an ex…
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Course Featured Migrate MySQL data to Cloud SQL using Database Migration Service
Earn a skill badge by completing the Migrate MySQL data to Cloud SQL using Database Migration Services quest, where you will learn how to migrate MySQL data to Cloud SQL using Database Migration Services, including how to: connect to Cloud SQL instances using the Cloud Console and with different job types and conn…
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Course Featured Derive Insights from BigQuery Data
Complete the introductory Derive Insights from BigQuery Data skill badge to demonstrate skills in the following: write SQL queries, query public tables, load sample data into BigQuery, troubleshoot common syntax errors with the query validator in BigQuery, and create reports in Looker Studio by connecting to BigQu…
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Course Featured Deploy Kubernetes Applications on Google Cloud
Complete the intermediate Deploy Kubernetes Applications on Google Cloud skill badge to demonstrate skills in the following: configuring and building Docker container images, creating and managing Google Kubernetes Engine (GKE) clusters, utilizing kubectl for efficient cluster management, and deploying Kubernetes …
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Course Featured Manage Data Models in Looker
Earn a skill badge by completing the Manage Data Models in Looker quest, where you will learn how to: maintain LookML project health; utilize SQL runner for data validation; employ LookML best practices; optimize queries and reports for performance; implement persistent derived tables and caching policies. A ski…
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Course Featured Analyze BigQuery Data in Connected Sheets
With Connected Sheets, you can access, analyze, visualize, and share billions of rows of BigQuery data from your Google Sheets spreadsheet. In this skill badge you will learn how use Google Sheets, BigQuery, and bring it all together with Connected Sheets.
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Course Featured Use Functions, Formulas, and Charts in Google Sheets
Earn a skill badge by completing the Use Functions, Formulas and Charts in Google Sheets quest, where you analyze data with functions and visualize data using charts. In this intermediate-level quest, you learn to search, validate, format and display data. A skill badge is an exclusive digital badge issued by Go…
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Course Featured Build and Deploy Machine Learning Solutions on Vertex AI
Earn a skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI course, where you will learn how to use Google Cloud's unified Vertex AI platform and its AutoML and custom training services to train, evaluate, tune, explain, and deploy machine learning solutions. This skill badge …
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Course Featured Implement Cloud Security Fundamentals on Google Cloud
Complete the intermediate Implement Cloud Security Fundamentals on Google Cloud skill badge to demonstrate skills in the following: creating and assigning roles with Identity and Access Management (IAM); creating and managing service accounts; enabling private connectivity across virtual private cloud (VPC) networ…
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Course Featured Protect Cloud Traffic with BeyondCorp Enterprise (BCE) Security
Earn a skill badge by completing the Protect Cloud Traffic with BeyondCorp Enterprise (BCE) Security quest, where you learn how to leverage BeyondCorp Enterprise (BCE) to Provide secure access to critical apps and services, Improve your security posture with a modern Zero Trust platform, Securely provide access to…
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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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Course Featured Protect Sensitive Data with Data Loss Prevention
Earn a skill badge by completing the Protect Sensitive Data with Data Loss Prevention quest, where you use the Data Loss Prevention (DLP) API to inspect, redact, and de-identify sensitive data in Google Cloud. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency w…
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Course Featured Develop Serverless Apps with Firebase
Complete the intermediate Develop Serverless Apps with Firebase skill badge to demonstrate skills in the following: architecting and building serverless web applications with Firebase, utilizing Firestore for database management, automating deployment processes using Cloud Build, and integrating Google Assistant f…
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Course Featured Develop GenAI Apps with Gemini and Streamlit
Complete the intermediate Develop GenAI Apps with Gemini and Streamlit skill badge to demonstrate skills in the following: text generation, applying function calls with the Python SDK and the Gemini API, and deploying a Streamlit application with Cloud Run. You will explore different ways to prompt Gemini for text…
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Course Featured Create and Manage Cloud Spanner Databases
Earn a skill badge by completing the Create and Manage Cloud Spanner Databases quest, where you will learn how to: Create and Interact with a Cloud Spanner Database; Load a Cloud Spanner Database using various techniques; Backup a Cloud Spanner Database; Define Schemas and Understand Query Plans; and Deploy a Mode…
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Course Featured Cloud Functions: 3 Ways
Earn a skill badge by completing the Cloud Functions: 3 Ways course, where you learn how to use Cloud Functions (including 2nd gen) through the Google Cloud console and on the command line. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud pro…
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Course Featured Monitor and Log with Google Cloud Operations Suite
Complete the introductory Monitor and Log with Google Cloud Operations Suite skill badge to demonstrate skills in the following: monitoring virtual machines in Compute Engine, utilizing Cloud Monitoring for multi-project oversight, extending monitoring and logging capabilities to Cloud Functions, creating and send…
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Course Featured Create ML Models with BigQuery ML
Complete the intermediate Create ML Models with BigQuery ML skill badge to demonstrate skills in the following: creating and evaluating machine learning models with BigQuery ML to make data predictions. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Goo…
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Course Featured Implement DevOps Workflows in Google Cloud
Complete the intermediate Implement DevOps Workflows in Google Cloud skill badge to demonstrate skills in the following: creating git repositories with Cloud Source Repositories, launching, managing, and scaling deployments on Google Kubernetes Engine (GKE), and architecting CI/CD pipelines that automate container…
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Course Featured Manage Bigtable on Google Cloud
Complete the intermediate Manage Bigtable on Google Cloud skill badge to demonstrate skills in the following: creating instances, designing schemas, querying data, and performing administrative tasks in Bigtable including monitoring Bigtable performance and configuring node autoscaling and replication. A skill …
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Course Featured App Engine: 3 Ways
Earn a skill badge by completing the App Engine: 3 ways quest, where you learn how to use App Engine with Python, Go, and PHP. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to apply your knowled…
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Course Featured Streaming Analytics into BigQuery
Earn a skill badge by completing the Streaming Analytics into BigQuery quest, where you use Pub/Sub, Dataflow and BigQuery together to stream data for analytics. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests…
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Course Featured App Building with AppSheet
Earn a skill badge by completing the App Building with AppSheet quest, where you learn how to build, configure, and publish apps using AppSheet. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests your ability to …