Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

Google Cloud training

Google Skills · 1,372 trainings, 1,372 free · 196 retired kept

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Google Skills (formerly Google Cloud Skills Boost): on-demand Google Cloud courses and labs, some free and some with a subscription.

Full catalog

Read Nov 2026
DatabasesFreeDatabase Observability, Troubleshooting, and GovernanceA 2-hour intermediate course on databases.Open ↗DatabasesFreeDatabase Scaling, Offloading, and Read PoolsA 2.3-hour intermediate course on databases.Open ↗Getting startedFreeDatadog: Getting started with the Helm ChartA 1-hour beginner hands-on lab for getting started.Open ↗AI agentsFreeDeploy ADK agents to Agent RuntimeA 1.5-hour advanced hands-on lab on AI agents.Open ↗AI agentsFreeDeploy an Agent with Agent Development Kit (ADK): Challenge LabA 2.5-hour advanced hands-on lab on AI agents.Open ↗App developmentFreeDeploy and Manage Applications on Google App Engine: Challenge LabA 15-minute beginner hands-on lab on app development.Open ↗AI agentsFreeDeploy Multi-Agent ArchitecturesA 2.8-hour advanced badge course on AI agents.Open ↗AI agentsFreeDeploy Your First AgentA 1.3-hour advanced course on AI agents.Open ↗App developmentFreeDeploy, Scale, and Expose Applications on GKEA 10-minute beginner hands-on lab on app development.Open ↗Cloud infrastructureFreeDeploying GKE Autopilot Clusters from Cloud ShellA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗DatabasesFreeDeploying Spanner Applications with Cloud Run Functions and Cloud RunA 1.5-hour beginner hands-on lab on databases.Open ↗Governance and securityFreeDesign and Implement Network Security in Google CloudA 1.8-hour intermediate course on governance and security.Open ↗Governance and securityFreeDesign and Implement Network Security in Google Cloud: Challenge LabA 1.5-hour intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsFreeDesign Industry-Specific Structured Prompts in Google AI StudioA 35-minute beginner hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsFreeDesigning and Querying Bigtable SchemasA 20-minute beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeDevelop AI-Powered Prototypes in Google AI Studio: Challenge LabA 35-minute beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeDevelop an App with the Gemini API in Gemini Enterprise Agent PlatformA 1.5-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentFreeDevelop with Apps Script and AppSheet: Challenge LabA 30-minute beginner hands-on lab on app development.Open ↗GenAI and LLMsFreeDevelop with Gemini 3: Multimodal, Thinking, and ToolsA 1.5-hour beginner hands-on lab on generative AI and LLMs.Open ↗Machine learningFreeDifferential Privacy in Machine Learning with TensorFlow PrivacyA 1.5-hour intermediate hands-on lab on machine learning and data science.Open ↗OtherFreeDigital Sovereignty with Google CloudA 1.8-hour beginner course.Open ↗AI agentsFreeDiscover and Catalog Agent Platform Assets with Knowledge CatalogA 1.5-hour intermediate hands-on lab on AI agents.Open ↗OtherFreeDiscover and Protect Sensitive Data Across Your Ecosystem: Challenge LabA 30-minute intermediate hands-on lab.Open ↗GenAI and LLMsFreeDraft NDA Documents with GeminiA 15-minute beginner course on generative AI and LLMs.Open ↗Cloud infrastructureFreeDynamic volume provisioning on GKE with Google Cloud NetApp VolumesA 45-minute beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsFreeElevate Financial Advisor Insights with GeminiA 15-minute beginner course on generative AI and LLMs.Open ↗AI agentsFreeEmpower ADK agents with toolsA 1.5-hour advanced hands-on lab on AI agents.Open ↗DatabasesFreeEnable Communication Across Networks for DatabasesA 1-hour intermediate hands-on lab on databases.Open ↗Admin and costFreeEnable Intelligent Model Response Caching with ApigeeA 1.5-hour intermediate hands-on lab on administration and cost.Open ↗Data engineeringFreeEnabling Sensitive Data Protection Discovery for BigQueryA 25-minute intermediate hands-on lab on data engineering.Open ↗Cloud infrastructureFreeEnabling Sensitive Data Protection Discovery for Cloud StorageA 20-minute intermediate hands-on lab on cloud infrastructure.Open ↗Governance and securityFreeEnforce Platform Governance Policies on GKEA 15-minute intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsFreeEngineer AI Agents with Agent Development Kit (ADK): Challenge LabA 1.5-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeEnhance Gemini Model Capabilities: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureFreeEstablish Hybrid Network Connectivity with NCCA 30-minute intermediate hands-on lab on cloud infrastructure.Open ↗OtherFreeEstablish Site to Site Connectivity with HA-VPN using NCCA 20-minute beginner hands-on lab.Open ↗Cloud infrastructureFreeEstablish VPC to VPC Connectivity using NCCA 35-minute intermediate hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsFreeEvaluate ADK agent performance using the Agent Platform Generative AI Evaluation ServiceA 1.5-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureFreeExecute Rolling Updates and GitOps on GKEA 10-minute intermediate hands-on lab on cloud infrastructure.Open ↗Data engineeringFreeExploratory Data Analysis using Bigquery and Workbench InstancesA 1.5-hour intermediate hands-on lab on data engineering.Open ↗GenAI and LLMsFreeExplore Multimodal Vector Search in BigQueryA 1.5-hour beginner hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsFreeExplore SAP Data Foundation using Looker DashboardsA 10-minute beginner hands-on lab on SQL, analytics and BI.Open ↗OtherFreeExplore the Google Cloud Console and Cloud ShellA 20-minute beginner hands-on lab.Open ↗DatabasesFreeExploring Memorystore for Redis ClusterA 1.3-hour beginner hands-on lab on databases.Open ↗Data engineeringFreeExport Data from BigQuery to Cloud Storage Using bq CLIA 15-minute beginner hands-on lab on data engineering.Open ↗AI agentsFreeExtend Cortex Framework with Agentic Product BuildersA 1.5-hour intermediate hands-on lab on AI agents.Open ↗Data engineeringFreeExtracting and Filtering BigQuery Data using Google SheetsA 1-hour beginner hands-on lab on data engineering.Open ↗OtherFreeFinding Data in Google SheetsA 15-minute intermediate hands-on lab.Open ↗OtherFreeFlutter QuizA 30-minute beginner hands-on lab.Open ↗GenAI and LLMsFreeForm Parsing with Document AI (Python)A 10-minute intermediate hands-on lab on generative AI and LLMs.Open ↗
Training
Database Observability, Troubleshooting, and GovernanceA 2-hour intermediate course on databases.
Database Scaling, Offloading, and Read PoolsA 2.3-hour intermediate course on databases.
Datadog: Getting started with the Helm ChartA 1-hour beginner hands-on lab for getting started.
Deploy ADK agents to Agent RuntimeA 1.5-hour advanced hands-on lab on AI agents.
Deploy an Agent with Agent Development Kit (ADK): Challenge LabA 2.5-hour advanced hands-on lab on AI agents.
Deploy and Manage Applications on Google App Engine: Challenge LabA 15-minute beginner hands-on lab on app development.
Deploy Multi-Agent ArchitecturesA 2.8-hour advanced badge course on AI agents.
Deploy Your First AgentA 1.3-hour advanced course on AI agents.
Deploy, Scale, and Expose Applications on GKEA 10-minute beginner hands-on lab on app development.
Deploying GKE Autopilot Clusters from Cloud ShellA 1-hour beginner hands-on lab on cloud infrastructure.
Deploying Spanner Applications with Cloud Run Functions and Cloud RunA 1.5-hour beginner hands-on lab on databases.
Design and Implement Network Security in Google CloudA 1.8-hour intermediate course on governance and security.
Design and Implement Network Security in Google Cloud: Challenge LabA 1.5-hour intermediate hands-on lab on governance and security.
Design Industry-Specific Structured Prompts in Google AI StudioA 35-minute beginner hands-on lab on generative AI and LLMs.
Designing and Querying Bigtable SchemasA 20-minute beginner hands-on lab on SQL, analytics and BI.
Develop AI-Powered Prototypes in Google AI Studio: Challenge LabA 35-minute beginner hands-on lab on generative AI and LLMs.
Develop an App with the Gemini API in Gemini Enterprise Agent PlatformA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Develop with Apps Script and AppSheet: Challenge LabA 30-minute beginner hands-on lab on app development.
Develop with Gemini 3: Multimodal, Thinking, and ToolsA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Differential Privacy in Machine Learning with TensorFlow PrivacyA 1.5-hour intermediate hands-on lab on machine learning and data science.
Digital Sovereignty with Google CloudA 1.8-hour beginner course.
Discover and Catalog Agent Platform Assets with Knowledge CatalogA 1.5-hour intermediate hands-on lab on AI agents.
Discover and Protect Sensitive Data Across Your Ecosystem: Challenge LabA 30-minute intermediate hands-on lab.
Draft NDA Documents with GeminiA 15-minute beginner course on generative AI and LLMs.
Dynamic volume provisioning on GKE with Google Cloud NetApp VolumesA 45-minute beginner hands-on lab on cloud infrastructure.
Elevate Financial Advisor Insights with GeminiA 15-minute beginner course on generative AI and LLMs.
Empower ADK agents with toolsA 1.5-hour advanced hands-on lab on AI agents.
Enable Communication Across Networks for DatabasesA 1-hour intermediate hands-on lab on databases.
Enable Intelligent Model Response Caching with ApigeeA 1.5-hour intermediate hands-on lab on administration and cost.
Enabling Sensitive Data Protection Discovery for BigQueryA 25-minute intermediate hands-on lab on data engineering.
Enabling Sensitive Data Protection Discovery for Cloud StorageA 20-minute intermediate hands-on lab on cloud infrastructure.
Enforce Platform Governance Policies on GKEA 15-minute intermediate hands-on lab on governance and security.
Engineer AI Agents with Agent Development Kit (ADK): Challenge LabA 1.5-hour intermediate hands-on lab on generative AI and LLMs.
Enhance Gemini Model Capabilities: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.
Establish Hybrid Network Connectivity with NCCA 30-minute intermediate hands-on lab on cloud infrastructure.
Establish Site to Site Connectivity with HA-VPN using NCCA 20-minute beginner hands-on lab.
Establish VPC to VPC Connectivity using NCCA 35-minute intermediate hands-on lab on cloud infrastructure.
Evaluate ADK agent performance using the Agent Platform Generative AI Evaluation ServiceA 1.5-hour intermediate hands-on lab on generative AI and LLMs.
Execute Rolling Updates and GitOps on GKEA 10-minute intermediate hands-on lab on cloud infrastructure.
Exploratory Data Analysis using Bigquery and Workbench InstancesA 1.5-hour intermediate hands-on lab on data engineering.
Explore Multimodal Vector Search in BigQueryA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Explore SAP Data Foundation using Looker DashboardsA 10-minute beginner hands-on lab on SQL, analytics and BI.
Explore the Google Cloud Console and Cloud ShellA 20-minute beginner hands-on lab.
Exploring Memorystore for Redis ClusterA 1.3-hour beginner hands-on lab on databases.
Export Data from BigQuery to Cloud Storage Using bq CLIA 15-minute beginner hands-on lab on data engineering.
Extend Cortex Framework with Agentic Product BuildersA 1.5-hour intermediate hands-on lab on AI agents.
Extracting and Filtering BigQuery Data using Google SheetsA 1-hour beginner hands-on lab on data engineering.
Finding Data in Google SheetsA 15-minute intermediate hands-on lab.
Flutter QuizA 30-minute beginner hands-on lab.
Form Parsing with Document AI (Python)A 10-minute intermediate hands-on lab on generative AI and LLMs.

Added and retired by year

YearAddedRetired
2026+17299
2025+22337
2024+15128
2023+20426
2022+1144
2021+972
2020+360
2019 or before+1500
No earlier recordfirst read by Training, Sep 2026421

951 come from the first Internet Archive copy of the page; 421 have no record before Training first read them. Retired counts items the archive saw that are no longer listed.

Courses tracked in detail

Data engineeringFreeBuild a Certification Study Guide: PDE Exam PrepShort course on using Gemini Notebook to build a personal study guide for the Professional Data Engineer exam.Prepares for Professional Data EngineerSelf-paced · 1 h · AdvancedCourse →Generative AIFreeIntroduction to Generative AIIntroductory microlearning course on what generative AI is, how it differs from traditional ML and related Google tools.Prepares for Professional Machine Learning EngineerSelf-paced · 45 min · BeginnerCourse →Data engineeringFreeServerless Data Processing with Dataflow: FoundationsPart 1 of a 3-course Dataflow series: Apache Beam, the Beam Portability framework and how Dataflow separates compute and storage.Prepares for Professional Data EngineerSelf-paced · 3 h · IntermediateCourse →Machine learningPaidIntroduction to AI and Machine Learning on Google CloudCourse on Google Cloud AI and ML tools across the data-to-AI lifecycle for generative and predictive AI projects.Prepares for Professional Machine Learning EngineerSelf-paced · 8 h · BeginnerCourse →Data engineeringPaidIntroduction to Data Engineering on Google CloudOn-demand course on the data engineer role on Google Cloud and the products used to address data engineering challenges.Prepares for Professional Data EngineerSelf-paced · 9 h 30 min · BeginnerCourse →AnalyticsPaidWork with Gemini Models in BigQueryCourse on using Gemini models for generative AI tasks in BigQuery through a CRM use case with SQL and Python notebooks.Prepares for Professional Data EngineerSelf-paced · 3 h · IntermediateCourse →
Course
Build a Certification Study Guide: PDE Exam PrepShort course on using Gemini Notebook to build a personal study guide for the Professional Data Engineer exam.FreeData engineering · Advanced · 1 h · prepares for Professional Data Engineer
Introduction to Generative AIIntroductory microlearning course on what generative AI is, how it differs from traditional ML and related Google tools.FreeGenerative AI · Beginner · 45 min · prepares for Professional Machine Learning Engineer
Serverless Data Processing with Dataflow: FoundationsPart 1 of a 3-course Dataflow series: Apache Beam, the Beam Portability framework and how Dataflow separates compute and storage.FreeData engineering · Intermediate · 3 h · prepares for Professional Data Engineer
Introduction to AI and Machine Learning on Google CloudCourse on Google Cloud AI and ML tools across the data-to-AI lifecycle for generative and predictive AI projects.SubscriptionMachine learning · Beginner · 8 h · prepares for Professional Machine Learning Engineer
Introduction to Data Engineering on Google CloudOn-demand course on the data engineer role on Google Cloud and the products used to address data engineering challenges.SubscriptionData engineering · Beginner · 9 h 30 min · prepares for Professional Data Engineer
Work with Gemini Models in BigQueryCourse on using Gemini models for generative AI tasks in BigQuery through a CRM use case with SQL and Python notebooks.SubscriptionAnalytics · Intermediate · 3 h · prepares for Professional Data Engineer

Certifications these courses prepare for

Certification4 courses, 2 freeProfessional Data EngineerPrep courses →Certification2 courses, 1 freeProfessional Machine Learning EngineerPrep courses →
CertificationCoursesFree
Professional Data Engineer42
Professional Machine Learning Engineer21
About Google Cloud training

Google Skills (formerly Google Cloud Skills Boost): on-demand Google Cloud courses and labs, some free and some with a subscription.

Full catalog read from skills.google, last on Nov 4, 2026.