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
AI agentsFreeCreate a Conversational Agent Playbook that connects to an unstructured data store toolA 1.5-hour hands-on lab on AI agents.since 2025Open ↗GenAI and LLMsFreeVector Search and EmbeddingsA 4-hour intermediate course on generative AI and LLMs.since 2025Open ↗OtherFreeDiscover and Protect Sensitive Data Across Your EcosystemA 45-minute intermediate badge course.since 2025Open ↗GenAI and LLMsFreeUsing Specialized Processors with Document AI (Python)A 10-minute intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗OtherFreeConnecting Cisco SD-WAN to Google Cloud using Cloud onRamp AutomationA 1-hour intermediate hands-on lab.since 2025Open ↗Machine learningFreeIntroduction to Reliable Deep LearningA 2-hour intermediate course on machine learning and data science.since 2025Open ↗Cloud infrastructureFreeProfessional Cloud Architect Certification RenewalA 21.5-hour learning path on cloud infrastructure that prepares for Professional Cloud Architect.since 2025Open ↗Governance and securityFreeDeploy and Secure Serverless APIs with API GatewayA 30-minute beginner badge course on governance and security.since 2025Open ↗Cloud infrastructureFreeLeveraging Verifiable Credentials and Zero-Knowledge Proofs with SindriA 1.5-hour intermediate hands-on lab on cloud infrastructure.since 2025Open ↗Governance and securityFreeConfigure Service Accounts and IAM Roles for Google CloudA 1-hour beginner badge course on governance and security.since 2025Open ↗Governance and securityFreeModern Security OperationsA 1.8-hour course on governance and security.since 2025Open ↗DatabasesFreeSpanner FoundationsA 3.3-hour beginner course on databases.since 2025Open ↗GenAI and LLMsFreeExplore Data with Gemini in BigQueryA 30-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeNavigate Security Decisions with GeminiA 45-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Admin and costFreeChange Management for Google WorkspaceA 16-hour intermediate course on administration and cost.since 2025Open ↗Admin and costFreeConfigure Google Kubernetes Engine NetworkingAn 8-hour beginner course on administration and cost.since 2025Open ↗Admin and costFreeDeploy and Monitor in Google Cloud for AWS ProfessionalsAn 8-hour beginner course on administration and cost.since 2025Open ↗Admin and costFreeDeploy and Monitor in Google Cloud for Azure ProfessionalsAn 8-hour beginner course on administration and cost.since 2025Open ↗Cloud infrastructureFreeGoogle Cloud Compute and Scalability for AWS ProfessionalsAn 8-hour beginner course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeGoogle Cloud Compute and Scalability for Azure ProfessionalsAn 8-hour intermediate course on cloud infrastructure.since 2025Open ↗Governance and securityFreeGoogle Cloud IAM and Networking for AWS ProfessionalsAn 8-hour beginner course on governance and security.since 2025Open ↗Governance and securityFreeGoogle Cloud IAM and Networking for Azure ProfessionalsAn 8-hour beginner course on governance and security.since 2025Open ↗Governance and securityFreeGoogle Workspace Data GovernanceA 2.8-hour beginner course on governance and security.since 2025Open ↗Cloud infrastructureFreeNetworking in Google Cloud: Hybrid and MulticloudA 2.8-hour intermediate course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeNetworking in Google Cloud: Load BalancingA 3-hour intermediate course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeNetworking in Google Cloud: Network ArchitectureA 2.5-hour intermediate course on cloud infrastructure.since 2025Open ↗Governance and securityFreeNetworking in Google Cloud: Network SecurityA 6.3-hour intermediate course on governance and security.since 2025Open ↗Cloud infrastructureFreeNetworking in Google Cloud: Routing and AddressingA 5-hour intermediate course on cloud infrastructure.since 2025Open ↗Governance and securityFreeSecure Software DeliveryA 30-minute intermediate badge course on governance and security.since 2025Open ↗GenAI and LLMsFreeGemini in Google VidsA 30-minute beginner course on generative AI and LLMs.since 2025Open ↗SQL and analyticsFreeGoogle Security Operations - SOAR AnalystA 4.3-hour intermediate course on SQL, analytics and BI.since 2025Open ↗Data engineeringFreeIntroduction to Data Engineering on Google CloudA 9.5-hour beginner course on data engineering.since 2025Open ↗Data engineeringFreeServerless Data Processing with Dataflow: Develop PipelinesA 21-hour advanced course on data engineering.since 2025Open ↗Data engineeringFreeServerless Data Processing with Dataflow: OperationsA 14.8-hour advanced course on data engineering.since 2025Open ↗Getting startedFreeData Studio Pro EssentialsA 2-hour intermediate course for getting started.since 2024Open ↗GenAI and LLMsFreeBuild Generative AI Apps with GenkitA 6-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeWebsite Modernization with Generative AI on Google CloudA 2-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeWork with Gemini Models in BigQueryA 3-hour intermediate course on generative AI and LLMs.since 2024Open ↗Certification prepFreeBuild a Certification Study Guide: PMLEA 1-hour advanced course.since 2024Open ↗GenAI and LLMsFreeCreate Generative AI Apps on Google CloudA 4-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeResponsible AI for Developers: Privacy & SafetyA 5-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini in Google SheetsA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗Data engineeringFreeBuilding Realtime Pipelines in Cloud Data FusionA 1.5-hour beginner hands-on lab on data engineering.since 2024Open ↗GenAI and LLMsFreeExplore Generative AI with the Gemini API in Agent Platform: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini in Google SlidesA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗OtherFreeHandle Consumer Interactions with CCaaSA 1.5-hour beginner course.since 2024Open ↗OtherFreeInnovating with Data and Google CloudAn 8-hour beginner course.since 2024Open ↗Admin and costFreeMonitor and Manage Google Cloud Resources: Challenge LabA 20-minute beginner hands-on lab on administration and cost.since 2024Open ↗DatabasesFreeProgramming Spanner Applications with PythonA 1.5-hour beginner hands-on lab on databases.since 2024Open ↗SQL and analyticsFreeProtect and Recover Microsoft SQL Server with ActifioA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.since 2024Open ↗
Training
Create a Conversational Agent Playbook that connects to an unstructured data store toolA 1.5-hour hands-on lab on AI agents.
Vector Search and EmbeddingsA 4-hour intermediate course on generative AI and LLMs.
Discover and Protect Sensitive Data Across Your EcosystemA 45-minute intermediate badge course.
Using Specialized Processors with Document AI (Python)A 10-minute intermediate hands-on lab on generative AI and LLMs.
Connecting Cisco SD-WAN to Google Cloud using Cloud onRamp AutomationA 1-hour intermediate hands-on lab.
Introduction to Reliable Deep LearningA 2-hour intermediate course on machine learning and data science.
Professional Cloud Architect Certification RenewalA 21.5-hour learning path on cloud infrastructure that prepares for Professional Cloud Architect.
Deploy and Secure Serverless APIs with API GatewayA 30-minute beginner badge course on governance and security.
Leveraging Verifiable Credentials and Zero-Knowledge Proofs with SindriA 1.5-hour intermediate hands-on lab on cloud infrastructure.
Configure Service Accounts and IAM Roles for Google CloudA 1-hour beginner badge course on governance and security.
Modern Security OperationsA 1.8-hour course on governance and security.
Spanner FoundationsA 3.3-hour beginner course on databases.
Explore Data with Gemini in BigQueryA 30-minute beginner hands-on lab on generative AI and LLMs.
Navigate Security Decisions with GeminiA 45-minute beginner hands-on lab on generative AI and LLMs.
Change Management for Google WorkspaceA 16-hour intermediate course on administration and cost.
Configure Google Kubernetes Engine NetworkingAn 8-hour beginner course on administration and cost.
Deploy and Monitor in Google Cloud for AWS ProfessionalsAn 8-hour beginner course on administration and cost.
Deploy and Monitor in Google Cloud for Azure ProfessionalsAn 8-hour beginner course on administration and cost.
Google Cloud Compute and Scalability for AWS ProfessionalsAn 8-hour beginner course on cloud infrastructure.
Google Cloud Compute and Scalability for Azure ProfessionalsAn 8-hour intermediate course on cloud infrastructure.
Google Cloud IAM and Networking for AWS ProfessionalsAn 8-hour beginner course on governance and security.
Google Cloud IAM and Networking for Azure ProfessionalsAn 8-hour beginner course on governance and security.
Google Workspace Data GovernanceA 2.8-hour beginner course on governance and security.
Networking in Google Cloud: Hybrid and MulticloudA 2.8-hour intermediate course on cloud infrastructure.
Networking in Google Cloud: Load BalancingA 3-hour intermediate course on cloud infrastructure.
Networking in Google Cloud: Network ArchitectureA 2.5-hour intermediate course on cloud infrastructure.
Networking in Google Cloud: Network SecurityA 6.3-hour intermediate course on governance and security.
Networking in Google Cloud: Routing and AddressingA 5-hour intermediate course on cloud infrastructure.
Secure Software DeliveryA 30-minute intermediate badge course on governance and security.
Gemini in Google VidsA 30-minute beginner course on generative AI and LLMs.
Google Security Operations - SOAR AnalystA 4.3-hour intermediate course on SQL, analytics and BI.
Introduction to Data Engineering on Google CloudA 9.5-hour beginner course on data engineering.
Serverless Data Processing with Dataflow: Develop PipelinesA 21-hour advanced course on data engineering.
Serverless Data Processing with Dataflow: OperationsA 14.8-hour advanced course on data engineering.
Data Studio Pro EssentialsA 2-hour intermediate course for getting started.
Build Generative AI Apps with GenkitA 6-hour intermediate course on generative AI and LLMs.
Website Modernization with Generative AI on Google CloudA 2-hour beginner course on generative AI and LLMs.
Work with Gemini Models in BigQueryA 3-hour intermediate course on generative AI and LLMs.
Build a Certification Study Guide: PMLEA 1-hour advanced course.
Create Generative AI Apps on Google CloudA 4-hour intermediate course on generative AI and LLMs.
Responsible AI for Developers: Privacy & SafetyA 5-hour intermediate course on generative AI and LLMs.
Gemini in Google SheetsA 30-minute beginner course on generative AI and LLMs.
Building Realtime Pipelines in Cloud Data FusionA 1.5-hour beginner hands-on lab on data engineering.
Explore Generative AI with the Gemini API in Agent Platform: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.
Gemini in Google SlidesA 30-minute beginner course on generative AI and LLMs.
Handle Consumer Interactions with CCaaSA 1.5-hour beginner course.
Innovating with Data and Google CloudAn 8-hour beginner course.
Monitor and Manage Google Cloud Resources: Challenge LabA 20-minute beginner hands-on lab on administration and cost.
Programming Spanner Applications with PythonA 1.5-hour beginner hands-on lab on databases.
Protect and Recover Microsoft SQL Server with ActifioA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.

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.