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
GenAI and LLMsFreeVertex AI Search for RetailA 43.9-hour learning path on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeExplore Generative AI in Agent PlatformA 30-minute intermediate badge course on generative AI and LLMs.since 2024Open ↗OtherFreeGoogle Cloud Next 2023A 20.5-hour learning path.since 2024Open ↗OtherFreeIntegrate Private Service Connect with Service DirectoryA 1-hour intermediate hands-on lab.since 2024Open ↗Governance and securityFreeAutomate GKE Configurations with Config Sync and Policy ControllerA 1.5-hour advanced hands-on lab on governance and security.since 2024Open ↗Cloud infrastructureFreeDeploy a Multi-Cluster Gateway Across GKE ClustersA 1.5-hour advanced hands-on lab on cloud infrastructure.since 2024Open ↗Governance and securityFreeManage and Secure Distributed Services on GKE with Cloud Service MeshA 1.5-hour advanced hands-on lab on governance and security.since 2024Open ↗App developmentFreeDeveloping Applications with Google Cloud: FoundationsA 6.8-hour beginner course on app development.since 2024Open ↗Governance and securityFreeSecure Software Supply Chain: Create and Use Cloud WorkstationsA 1-hour beginner hands-on lab on governance and security.since 2024Open ↗Governance and securityFreeMitigate Threats and Vulnerabilities with Security Command Center: Challenge LabA 20-minute intermediate hands-on lab on governance and security.since 2024Open ↗Governance and securityFreeOrganize and Govern Data with Knowledge CatalogA 30-minute beginner badge course on governance and security.since 2024Open ↗App developmentFreeUse an Internal Application Load BalancerA 20-minute beginner hands-on lab on app development.since 2024Open ↗GenAI and LLMsFreeResponsible AI for Developers: Fairness & BiasA 4-hour intermediate course on generative AI and LLMs.since 2024Open ↗Admin and costFreeAppSheet AdministrationAn 8-hour intermediate course on administration and cost.since 2024Open ↗OtherFreeAppSheet Team HierarchyAn 8-hour advanced course.since 2024Open ↗OtherFreeGoogle Cloud Next 2024An 18.3-hour learning path.since 2024Open ↗Cloud infrastructureFreeGoogle Cloud Infrastructure for AWS professionalsA 40.4-hour learning path on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeGoogle Cloud Infrastructure for Azure professionalsA 43-hour learning path on cloud infrastructure.since 2024Open ↗Governance and securityFreeBeginner: Google Cloud Cybersecurity CertificateA 104.8-hour learning path on governance and security.since 2024Open ↗Data engineeringFreeBigQuery for Data AnalystsA 5-hour intermediate course on data engineering.since 2024Open ↗SQL and analyticsFreeBeginner: Google Cloud Data Analytics CertificateA 100.6-hour learning path on SQL, analytics and BI.since 2024Open ↗GenAI and LLMsFreeGemini for Application DevelopersA 1.5-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini for Cloud ArchitectsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini for Data Scientists and AnalystsA 2-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini for Network EngineersA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini for Security EngineersA 45-minute beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGoogle Cloud Applied AI SummitAn 8.8-hour learning path on generative AI and LLMs.since 2024Open ↗Governance and securityFreeMitigating Security Vulnerabilities on Google CloudA 5-hour beginner course on governance and security.since 2024Open ↗GenAI and LLMsFreeVertex AI Search for CommerceA 4.3-hour advanced course on generative AI and LLMs.since 2024Open ↗SQL and analyticsFreeGoogle Cloud Data Analytics EssentialsA 2-hour beginner course on SQL, analytics and BI.since 2024Open ↗Machine learningFreeIntroduction to Vertex Forecasting and Time Series in PracticeA 24-hour intermediate course on machine learning and data science.since 2024Open ↗GenAI and LLMsFreeConversational AI on Vertex AI and Dialogflow CXA 5-hour intermediate course on generative AI and LLMs.since 2024Open ↗Admin and costFreeGKE Backup and RestoreA 1-hour beginner hands-on lab on administration and cost.since 2024Open ↗Admin and costFreeObservability in Google CloudA 6.5-hour beginner course on administration and cost.since 2024Open ↗GenAI and LLMsFreeDevelop Gen AI Apps with Gemini and StreamlitA 45-minute intermediate badge course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeInspect Rich Documents with Gemini Multimodality and Multimodal RAGA 45-minute intermediate badge course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreePrompt Design in Agent PlatformA 1-hour beginner badge course on generative AI and LLMs.since 2024Open ↗OtherFreePivot Tables in Google SheetsA 15-minute intermediate hands-on lab.since 2024Open ↗Governance and securityFreeGetting Started with Security Command Center EnterpriseA 4-hour intermediate course on governance and security.since 2024Open ↗App developmentFreeDevelop No-Code Chat Apps with AppSheetA 15-minute beginner hands-on lab on app development.since 2024Open ↗Cloud infrastructureFreeImplement Cloud Storage and Data Protection SolutionsA 30-minute beginner badge course on cloud infrastructure.since 2024Open ↗OtherFreeStore, Process, and Manage Data on Google Cloud - ConsoleA 1-hour beginner badge course.since 2024Open ↗App developmentFreeUse APIs to Work with Cloud StorageA 15-minute beginner badge course on app development.since 2024Open ↗Data engineeringFreeAnalyze BigQuery data in Connected Sheets: Challenge LabA 15-minute beginner hands-on lab on data engineering.since 2024Open ↗Data engineeringFreeBigQuery Fundamentals for Oracle ProfessionalsAn 8-hour intermediate course on data engineering.since 2024Open ↗Data engineeringFreeBigQuery Fundamentals for Redshift ProfessionalsA 16-hour beginner course on data engineering.since 2024Open ↗Data engineeringFreeBigQuery Fundamentals for Snowflake ProfessionalsA 16-hour beginner course on data engineering.since 2024Open ↗Data engineeringFreeBigQuery Fundamentals for Teradata ProfessionalsAn 8-hour intermediate course on data engineering.since 2024Open ↗Data engineeringFreeBuild a Data Mesh with Knowledge CatalogA 1-hour beginner badge course on data engineering.since 2024Open ↗Data engineeringFreeBuild Streaming Data Pipelines on Google CloudA 4.3-hour intermediate course on data engineering.since 2024Open ↗
Training
Vertex AI Search for RetailA 43.9-hour learning path on generative AI and LLMs.
Explore Generative AI in Agent PlatformA 30-minute intermediate badge course on generative AI and LLMs.
Google Cloud Next 2023A 20.5-hour learning path.
Integrate Private Service Connect with Service DirectoryA 1-hour intermediate hands-on lab.
Automate GKE Configurations with Config Sync and Policy ControllerA 1.5-hour advanced hands-on lab on governance and security.
Deploy a Multi-Cluster Gateway Across GKE ClustersA 1.5-hour advanced hands-on lab on cloud infrastructure.
Manage and Secure Distributed Services on GKE with Cloud Service MeshA 1.5-hour advanced hands-on lab on governance and security.
Developing Applications with Google Cloud: FoundationsA 6.8-hour beginner course on app development.
Secure Software Supply Chain: Create and Use Cloud WorkstationsA 1-hour beginner hands-on lab on governance and security.
Mitigate Threats and Vulnerabilities with Security Command Center: Challenge LabA 20-minute intermediate hands-on lab on governance and security.
Organize and Govern Data with Knowledge CatalogA 30-minute beginner badge course on governance and security.
Use an Internal Application Load BalancerA 20-minute beginner hands-on lab on app development.
Responsible AI for Developers: Fairness & BiasA 4-hour intermediate course on generative AI and LLMs.
AppSheet AdministrationAn 8-hour intermediate course on administration and cost.
AppSheet Team HierarchyAn 8-hour advanced course.
Google Cloud Next 2024An 18.3-hour learning path.
Google Cloud Infrastructure for AWS professionalsA 40.4-hour learning path on cloud infrastructure.
Google Cloud Infrastructure for Azure professionalsA 43-hour learning path on cloud infrastructure.
Beginner: Google Cloud Cybersecurity CertificateA 104.8-hour learning path on governance and security.
BigQuery for Data AnalystsA 5-hour intermediate course on data engineering.
Beginner: Google Cloud Data Analytics CertificateA 100.6-hour learning path on SQL, analytics and BI.
Gemini for Application DevelopersA 1.5-hour beginner course on generative AI and LLMs.
Gemini for Cloud ArchitectsA 1-hour beginner course on generative AI and LLMs.
Gemini for Data Scientists and AnalystsA 2-hour beginner course on generative AI and LLMs.
Gemini for Network EngineersA 1-hour beginner course on generative AI and LLMs.
Gemini for Security EngineersA 45-minute beginner course on generative AI and LLMs.
Google Cloud Applied AI SummitAn 8.8-hour learning path on generative AI and LLMs.
Mitigating Security Vulnerabilities on Google CloudA 5-hour beginner course on governance and security.
Vertex AI Search for CommerceA 4.3-hour advanced course on generative AI and LLMs.
Google Cloud Data Analytics EssentialsA 2-hour beginner course on SQL, analytics and BI.
Introduction to Vertex Forecasting and Time Series in PracticeA 24-hour intermediate course on machine learning and data science.
Conversational AI on Vertex AI and Dialogflow CXA 5-hour intermediate course on generative AI and LLMs.
GKE Backup and RestoreA 1-hour beginner hands-on lab on administration and cost.
Observability in Google CloudA 6.5-hour beginner course on administration and cost.
Develop Gen AI Apps with Gemini and StreamlitA 45-minute intermediate badge course on generative AI and LLMs.
Inspect Rich Documents with Gemini Multimodality and Multimodal RAGA 45-minute intermediate badge course on generative AI and LLMs.
Prompt Design in Agent PlatformA 1-hour beginner badge course on generative AI and LLMs.
Pivot Tables in Google SheetsA 15-minute intermediate hands-on lab.
Getting Started with Security Command Center EnterpriseA 4-hour intermediate course on governance and security.
Develop No-Code Chat Apps with AppSheetA 15-minute beginner hands-on lab on app development.
Implement Cloud Storage and Data Protection SolutionsA 30-minute beginner badge course on cloud infrastructure.
Store, Process, and Manage Data on Google Cloud - ConsoleA 1-hour beginner badge course.
Use APIs to Work with Cloud StorageA 15-minute beginner badge course on app development.
Analyze BigQuery data in Connected Sheets: Challenge LabA 15-minute beginner hands-on lab on data engineering.
BigQuery Fundamentals for Oracle ProfessionalsAn 8-hour intermediate course on data engineering.
BigQuery Fundamentals for Redshift ProfessionalsA 16-hour beginner course on data engineering.
BigQuery Fundamentals for Snowflake ProfessionalsA 16-hour beginner course on data engineering.
BigQuery Fundamentals for Teradata ProfessionalsAn 8-hour intermediate course on data engineering.
Build a Data Mesh with Knowledge CatalogA 1-hour beginner badge course on data engineering.
Build Streaming Data Pipelines on Google CloudA 4.3-hour intermediate course on data engineering.

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.