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

AcademyCompare

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
Data engineeringFreeBuilding Batch Pipelines in Cloud Data FusionA 1.5-hour beginner hands-on lab on data engineering.since 2024Open ↗Admin and costFreeCloud Run Canary DeploymentsA 40-minute intermediate hands-on lab on administration and cost.since 2024Open ↗OtherFreeContinuous Delivery with Google Cloud DeployA 20-minute intermediate hands-on lab.since 2024Open ↗Data engineeringFreeEnrich Metadata and Discovery of Lakehouse DataA 1-hour beginner badge course on data engineering.since 2024Open ↗App developmentFreeCloud Healthcare APIA 5.5-hour beginner course on app development.since 2024Open ↗Cloud infrastructureFreeGoogle Cloud Storage and Containers for AWS ProfessionalsA 16-hour beginner course on cloud infrastructure.since 2024Open ↗Governance and securityFreeGoogle Kubernetes Engine Security: Binary AuthorizationA 35-minute intermediate hands-on lab on governance and security.since 2024Open ↗Admin and costFreeUpgrading and Monitoring the Apigee Hybrid API PlatformAn 8-hour beginner course on administration and cost.since 2024Open ↗Cloud infrastructureFreeA Tour of Cloud NetworkingA 30-minute beginner hands-on lab on cloud infrastructure.since 2024Open ↗Data engineeringFreeAnalyze BigQuery Data in Connected SheetsA 30-minute beginner badge course on data engineering.since 2024Open ↗Data engineeringFreeImplement CI/CD Pipelines on Google CloudA 30-minute intermediate badge course on data engineering.since 2024Open ↗App developmentFreeUse APIs to Work with Cloud Storage: Challenge LabA 10-minute beginner hands-on lab on app development.since 2024Open ↗SQL and analyticsFreeBuild LookML Objects in LookerA 30-minute beginner badge course on SQL, analytics and BI.since 2024Open ↗SQL and analyticsFreeManage Data Models in LookerA 45-minute intermediate badge course on SQL, analytics and BI.since 2024Open ↗GenAI and LLMsFreeEnterprise Search on Generative AI App BuilderAn 8-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeInnovating with Google Cloud Artificial IntelligenceA 1.5-hour beginner course on generative AI and LLMs.since 2024Open ↗Governance and securityFreeTrust and Security with Google CloudA 2-hour beginner course on governance and security.since 2024Open ↗GenAI and LLMsFreeGetting Started with Google Generative AI Using the Gen AI SDKA 30-minute beginner hands-on lab on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeBuild Google Cloud Infrastructure for AWS ProfessionalsA 30-minute intermediate badge course on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreeGemini for DevOps EngineersA 1.3-hour beginner course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeGemini for end-to-end SDLCA 1.5-hour beginner course on generative AI and LLMs.since 2023Open ↗Cloud infrastructureFreeDeploying GKE Autopilot ClustersA 1-hour beginner hands-on lab on cloud infrastructure.since 2023Open ↗GenAI and LLMsFreeAutomate Data Capture at Scale with Document AIA 30-minute beginner badge course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeBuild an End-to-End Data Capture Pipeline using Document AIA 20-minute beginner hands-on lab on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeGenerative AI Explorer - Agent PlatformA 2.5-hour beginner course on generative AI and LLMs.since 2023Open ↗Admin and costFreeWorkspace: Integrations for DataA 1.8-hour beginner course on administration and cost.since 2023Open ↗Machine learningFreeCreate ML Models with BigQuery MLA 30-minute intermediate badge course on machine learning and data science.since 2023Open ↗Admin and costFreeCreating Infrastructure on Google Cloud with TerraformA 4.5-hour beginner course on administration and cost.since 2023Open ↗Admin and costFreeMonitor and Manage Google Cloud ResourcesA 1.3-hour beginner badge course on administration and cost.since 2023Open ↗DatabasesFreeCreate and Manage Cloud Spanner InstancesA 30-minute beginner badge course on databases.since 2023Open ↗App developmentFreeAnalyze Images with the Cloud Vision APIA 15-minute beginner badge course on app development.since 2023Open ↗GenAI and LLMsFreeGoogle Workspace with GeminiA 4.9-hour learning path on generative AI and LLMs.since 2023Open ↗OtherFreeIT Heroes SummitA 29.3-hour learning path.since 2023Open ↗Cloud infrastructureFreeManage Kubernetes in Google CloudA 30-minute intermediate badge course on cloud infrastructure.since 2023Open ↗OtherFreePublic SectorA 26.8-hour learning path.since 2023Open ↗OtherFreeShare Data Using Google Data CloudA 30-minute beginner badge course.since 2023Open ↗OtherFreeUse Functions, Formulas, and Charts in Google SheetsA 45-minute intermediate badge course.since 2023Open ↗Machine learningFreeAnalyze Sentiment with Natural Language APIA 30-minute beginner badge course on machine learning and data science.since 2023Open ↗GenAI and LLMsFreeBuild Agent Search Apps using AI ApplicationsA 1-hour beginner hands-on lab on generative AI and LLMs.since 2023Open ↗Data engineeringFreeCreate a Secure Data Lake on Cloud StorageA 30-minute beginner badge course on data engineering.since 2023Open ↗OtherFreeExplore and Evaluate Models using Model GardenA 20-minute beginner hands-on lab.since 2023Open ↗AI agentsFreeGet Started with Agent StudioA 50-minute beginner hands-on lab on AI agents.since 2023Open ↗DatabasesFreeGetting Started with MongoDB Atlas on Google CloudA 5.5-hour beginner course on databases.since 2023Open ↗Governance and securityFreeGoogle Kubernetes Engine Best Practices: SecurityA 2-hour intermediate course on governance and security.since 2023Open ↗Data engineeringFreeGoogle Kubernetes Engine Pipeline using Cloud BuildA 40-minute intermediate hands-on lab on data engineering.since 2023Open ↗GenAI and LLMsFreeIntroduction to AI and Machine Learning on Google CloudAn 8-hour beginner course on generative AI and LLMs.since 2023Open ↗Cloud infrastructureFreeKubernetes in Google CloudA 5.3-hour intermediate course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeThe Basics of Google Cloud ComputeA 1-hour beginner badge course on cloud infrastructure.since 2023Open ↗OtherFreeGoogle SIEM & SOARAn 8.9-hour learning path.since 2023Open ↗Governance and securityFreeMitigate Threats and Vulnerabilities with Security Command CenterA 30-minute intermediate badge course on governance and security.since 2023Open ↗
Training
Building Batch Pipelines in Cloud Data FusionA 1.5-hour beginner hands-on lab on data engineering.
Cloud Run Canary DeploymentsA 40-minute intermediate hands-on lab on administration and cost.
Continuous Delivery with Google Cloud DeployA 20-minute intermediate hands-on lab.
Enrich Metadata and Discovery of Lakehouse DataA 1-hour beginner badge course on data engineering.
Cloud Healthcare APIA 5.5-hour beginner course on app development.
Google Cloud Storage and Containers for AWS ProfessionalsA 16-hour beginner course on cloud infrastructure.
Google Kubernetes Engine Security: Binary AuthorizationA 35-minute intermediate hands-on lab on governance and security.
Upgrading and Monitoring the Apigee Hybrid API PlatformAn 8-hour beginner course on administration and cost.
A Tour of Cloud NetworkingA 30-minute beginner hands-on lab on cloud infrastructure.
Analyze BigQuery Data in Connected SheetsA 30-minute beginner badge course on data engineering.
Implement CI/CD Pipelines on Google CloudA 30-minute intermediate badge course on data engineering.
Use APIs to Work with Cloud Storage: Challenge LabA 10-minute beginner hands-on lab on app development.
Build LookML Objects in LookerA 30-minute beginner badge course on SQL, analytics and BI.
Manage Data Models in LookerA 45-minute intermediate badge course on SQL, analytics and BI.
Enterprise Search on Generative AI App BuilderAn 8-hour intermediate course on generative AI and LLMs.
Innovating with Google Cloud Artificial IntelligenceA 1.5-hour beginner course on generative AI and LLMs.
Trust and Security with Google CloudA 2-hour beginner course on governance and security.
Getting Started with Google Generative AI Using the Gen AI SDKA 30-minute beginner hands-on lab on generative AI and LLMs.
Build Google Cloud Infrastructure for AWS ProfessionalsA 30-minute intermediate badge course on cloud infrastructure.
Gemini for DevOps EngineersA 1.3-hour beginner course on generative AI and LLMs.
Gemini for end-to-end SDLCA 1.5-hour beginner course on generative AI and LLMs.
Deploying GKE Autopilot ClustersA 1-hour beginner hands-on lab on cloud infrastructure.
Automate Data Capture at Scale with Document AIA 30-minute beginner badge course on generative AI and LLMs.
Build an End-to-End Data Capture Pipeline using Document AIA 20-minute beginner hands-on lab on generative AI and LLMs.
Generative AI Explorer - Agent PlatformA 2.5-hour beginner course on generative AI and LLMs.
Workspace: Integrations for DataA 1.8-hour beginner course on administration and cost.
Create ML Models with BigQuery MLA 30-minute intermediate badge course on machine learning and data science.
Creating Infrastructure on Google Cloud with TerraformA 4.5-hour beginner course on administration and cost.
Monitor and Manage Google Cloud ResourcesA 1.3-hour beginner badge course on administration and cost.
Create and Manage Cloud Spanner InstancesA 30-minute beginner badge course on databases.
Analyze Images with the Cloud Vision APIA 15-minute beginner badge course on app development.
Google Workspace with GeminiA 4.9-hour learning path on generative AI and LLMs.
IT Heroes SummitA 29.3-hour learning path.
Manage Kubernetes in Google CloudA 30-minute intermediate badge course on cloud infrastructure.
Public SectorA 26.8-hour learning path.
Share Data Using Google Data CloudA 30-minute beginner badge course.
Use Functions, Formulas, and Charts in Google SheetsA 45-minute intermediate badge course.
Analyze Sentiment with Natural Language APIA 30-minute beginner badge course on machine learning and data science.
Build Agent Search Apps using AI ApplicationsA 1-hour beginner hands-on lab on generative AI and LLMs.
Create a Secure Data Lake on Cloud StorageA 30-minute beginner badge course on data engineering.
Explore and Evaluate Models using Model GardenA 20-minute beginner hands-on lab.
Get Started with Agent StudioA 50-minute beginner hands-on lab on AI agents.
Getting Started with MongoDB Atlas on Google CloudA 5.5-hour beginner course on databases.
Google Kubernetes Engine Best Practices: SecurityA 2-hour intermediate course on governance and security.
Google Kubernetes Engine Pipeline using Cloud BuildA 40-minute intermediate hands-on lab on data engineering.
Introduction to AI and Machine Learning on Google CloudAn 8-hour beginner course on generative AI and LLMs.
Kubernetes in Google CloudA 5.3-hour intermediate course on cloud infrastructure.
The Basics of Google Cloud ComputeA 1-hour beginner badge course on cloud infrastructure.
Google SIEM & SOARAn 8.9-hour learning path.
Mitigate Threats and Vulnerabilities with Security Command CenterA 30-minute intermediate badge course on governance and security.

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.