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
OtherFreeRunning a Dedicated Ethereum RPC Node in Google CloudA 40-minute intermediate hands-on lab.since 2024Open ↗OtherFreeStore, Process, and Manage Data on Google Cloud - Command Line: Challenge LabA 15-minute beginner hands-on lab.since 2024Open ↗OtherFreeStore, Process, and Manage Data on Google Cloud: Challenge LabA 15-minute beginner hands-on lab.since 2024Open ↗GenAI and LLMsFreeUsing Gemini for Multimodal Retail RecommendationsA 10-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗Certification prepFreeAssociate Data Practitioner CertificationA 24.5-hour learning path that prepares for Associate Data Practitioner.since 2024Open ↗GenAI and LLMsFreeBoost Productivity with Gemini in BigQueryA 4-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeBuild AI Agents with Agent Platform and FlutterA 3.3-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeBuild and Modernize Applications With Generative AIA 19-hour learning path on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeDeploy and Manage Generative AI ModelsAn 18.5-hour learning path on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGenerate Smarter Generative AI OutputsA 13.2-hour learning path on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeIntegrate Generative AI Into Your Data WorkflowA 10.3-hour learning path on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini in Google DocsA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗Data engineeringFreeCost Optimization and Data Tiering with Lakehouse and Cloud StorageA 1.5-hour beginner hands-on lab on data engineering.since 2024Open ↗SQL and analyticsFreeUnderstanding LookML in LookerA 1.5-hour beginner course on SQL, analytics and BI.since 2024Open ↗SQL and analyticsFreeAccelerating Analytical Queries using the AlloyDB Columnar EngineA 25-minute beginner hands-on lab on SQL, analytics and BI.since 2024Open ↗GenAI and LLMsFreeGenerative AI for HealthcareA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeMultimodal Retrieval Augmented Generation (RAG) using the Gemini API in Agent PlatformA 20-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗Data engineeringFreeDatastream: PostgreSQL Replication to BigQueryA 45-minute beginner hands-on lab on data engineering.since 2024Open ↗GenAI and LLMsFreeMachine Learning Operations (MLOps) for Generative AIA 30-minute intermediate course on generative AI and LLMs.since 2024Open ↗AI agentsFreeMLOps with Agent Platform: Manage FeaturesA 5-hour intermediate course on AI agents.since 2024Open ↗GenAI and LLMsFreeResponsible AI for Developers: Interpretability & TransparencyA 3-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGemini in Google DriveA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗OtherFreeUsing DevSecOps in your Google Cloud EnvironmentA 2.3-hour intermediate course.since 2024Open ↗GenAI and LLMsFreeIntroduction to Security in the World of AIA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeGoogle Cloud VMware Engine FundamentalsA 4-hour intermediate course on cloud infrastructure.since 2024Open ↗StreamingFreeImplement Event-Driven Messaging and Automation WorkflowsA 1.3-hour beginner badge course on streaming.since 2024Open ↗Data engineeringFreeAnalyze Movie Posters in BigQuery with Remote ModelsA 40-minute intermediate hands-on lab on data engineering.since 2024Open ↗Admin and costFreeIntroduction to ChromeOS AdministrationA 4.5-hour beginner course on administration and cost.since 2024Open ↗Governance and securityFreeScaling VM-Series to Secure Google Cloud NetworksA 55-minute advanced hands-on lab on governance and security.since 2024Open ↗Data engineeringFreeBigQuery Soccer Data Analytical InsightA 10-minute intermediate hands-on lab on data engineering.since 2024Open ↗Data engineeringFreeCreate a Streaming Data Lake on Cloud Storage: Challenge LabA 20-minute beginner hands-on lab on data engineering.since 2024Open ↗DatabasesFreeCreate and Manage Bigtable Instances: Challenge LabA 25-minute beginner hands-on lab on databases.since 2024Open ↗Data engineeringFreeExport Data from Google Earth Engine to BigQueryA 1-hour beginner hands-on lab on data engineering.since 2024Open ↗DatabasesFreeMonitoring and Managing Bigtable Health and PerformanceA 15-minute beginner hands-on lab on databases.since 2024Open ↗Governance and securityFreeGoogle Security OperationsA 10.5-hour learning path on governance and security.since 2024Open ↗Data engineeringFreeGetting Started with BigQuery GIS for Data AnalystsA 10-minute beginner hands-on lab on data engineering.since 2024Open ↗Admin and costFreeGoogle Workspace Core ServicesA 9.3-hour beginner course on administration and cost.since 2024Open ↗Governance and securityFreeGoogle Workspace SecurityA 6.5-hour intermediate course on governance and security.since 2024Open ↗SQL and analyticsFreeOptimizing Performance of LookML QueriesA 20-minute intermediate hands-on lab on SQL, analytics and BI.since 2024Open ↗SQL and analyticsFreeUsing Custom Fields in Looker ExploresA 20-minute beginner hands-on lab on SQL, analytics and BI.since 2024Open ↗Admin and costFreeBuild and Configure an Integration using Application IntegrationA 1.5-hour beginner hands-on lab on administration and cost.since 2024Open ↗GenAI and LLMsFreeBuild Real World AI Applications with Gemini and ImagenA 1-hour badge course on generative AI and LLMs.since 2024Open ↗AI agentsFreeMachine Learning Operations (MLOps) with Agent Platform: Model EvaluationA 2.5-hour intermediate course on AI agents.since 2024Open ↗App developmentFreeDeveloping Applications with Cloud Run Functions on Google CloudA 7.3-hour intermediate course on app development.since 2024Open ↗GenAI and LLMsFreeDevelop GenAI Apps with Gemini and Streamlit: Challenge LabA 40-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGetting Started with the Gemini API in Agent Platform with cURLA 15-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeGoogle Workspace with Gemini: Foundations of Your AI WorkflowA 30-minute beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeIntroduction to Function Calling with GeminiA 20-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeUtilize the Streamlit Framework with Cloud Run and the Gemini API in Agent PlatformA 20-minute intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗OtherFreeBot Management with Google Cloud Armor and reCAPTCHAA 35-minute beginner hands-on lab.since 2024Open ↗
Training
Running a Dedicated Ethereum RPC Node in Google CloudA 40-minute intermediate hands-on lab.
Store, Process, and Manage Data on Google Cloud - Command Line: Challenge LabA 15-minute beginner hands-on lab.
Store, Process, and Manage Data on Google Cloud: Challenge LabA 15-minute beginner hands-on lab.
Using Gemini for Multimodal Retail RecommendationsA 10-minute intermediate hands-on lab on generative AI and LLMs.
Associate Data Practitioner CertificationA 24.5-hour learning path that prepares for Associate Data Practitioner.
Boost Productivity with Gemini in BigQueryA 4-hour beginner course on generative AI and LLMs.
Build AI Agents with Agent Platform and FlutterA 3.3-hour beginner course on generative AI and LLMs.
Build and Modernize Applications With Generative AIA 19-hour learning path on generative AI and LLMs.
Deploy and Manage Generative AI ModelsAn 18.5-hour learning path on generative AI and LLMs.
Generate Smarter Generative AI OutputsA 13.2-hour learning path on generative AI and LLMs.
Integrate Generative AI Into Your Data WorkflowA 10.3-hour learning path on generative AI and LLMs.
Gemini in Google DocsA 30-minute beginner course on generative AI and LLMs.
Cost Optimization and Data Tiering with Lakehouse and Cloud StorageA 1.5-hour beginner hands-on lab on data engineering.
Understanding LookML in LookerA 1.5-hour beginner course on SQL, analytics and BI.
Accelerating Analytical Queries using the AlloyDB Columnar EngineA 25-minute beginner hands-on lab on SQL, analytics and BI.
Generative AI for HealthcareA 1-hour beginner course on generative AI and LLMs.
Multimodal Retrieval Augmented Generation (RAG) using the Gemini API in Agent PlatformA 20-minute intermediate hands-on lab on generative AI and LLMs.
Datastream: PostgreSQL Replication to BigQueryA 45-minute beginner hands-on lab on data engineering.
Machine Learning Operations (MLOps) for Generative AIA 30-minute intermediate course on generative AI and LLMs.
MLOps with Agent Platform: Manage FeaturesA 5-hour intermediate course on AI agents.
Responsible AI for Developers: Interpretability & TransparencyA 3-hour intermediate course on generative AI and LLMs.
Gemini in Google DriveA 30-minute beginner course on generative AI and LLMs.
Using DevSecOps in your Google Cloud EnvironmentA 2.3-hour intermediate course.
Introduction to Security in the World of AIA 1-hour beginner course on generative AI and LLMs.
Google Cloud VMware Engine FundamentalsA 4-hour intermediate course on cloud infrastructure.
Implement Event-Driven Messaging and Automation WorkflowsA 1.3-hour beginner badge course on streaming.
Analyze Movie Posters in BigQuery with Remote ModelsA 40-minute intermediate hands-on lab on data engineering.
Introduction to ChromeOS AdministrationA 4.5-hour beginner course on administration and cost.
Scaling VM-Series to Secure Google Cloud NetworksA 55-minute advanced hands-on lab on governance and security.
BigQuery Soccer Data Analytical InsightA 10-minute intermediate hands-on lab on data engineering.
Create a Streaming Data Lake on Cloud Storage: Challenge LabA 20-minute beginner hands-on lab on data engineering.
Create and Manage Bigtable Instances: Challenge LabA 25-minute beginner hands-on lab on databases.
Export Data from Google Earth Engine to BigQueryA 1-hour beginner hands-on lab on data engineering.
Monitoring and Managing Bigtable Health and PerformanceA 15-minute beginner hands-on lab on databases.
Google Security OperationsA 10.5-hour learning path on governance and security.
Getting Started with BigQuery GIS for Data AnalystsA 10-minute beginner hands-on lab on data engineering.
Google Workspace Core ServicesA 9.3-hour beginner course on administration and cost.
Google Workspace SecurityA 6.5-hour intermediate course on governance and security.
Optimizing Performance of LookML QueriesA 20-minute intermediate hands-on lab on SQL, analytics and BI.
Using Custom Fields in Looker ExploresA 20-minute beginner hands-on lab on SQL, analytics and BI.
Build and Configure an Integration using Application IntegrationA 1.5-hour beginner hands-on lab on administration and cost.
Build Real World AI Applications with Gemini and ImagenA 1-hour badge course on generative AI and LLMs.
Machine Learning Operations (MLOps) with Agent Platform: Model EvaluationA 2.5-hour intermediate course on AI agents.
Developing Applications with Cloud Run Functions on Google CloudA 7.3-hour intermediate course on app development.
Develop GenAI Apps with Gemini and Streamlit: Challenge LabA 40-minute intermediate hands-on lab on generative AI and LLMs.
Getting Started with the Gemini API in Agent Platform with cURLA 15-minute intermediate hands-on lab on generative AI and LLMs.
Google Workspace with Gemini: Foundations of Your AI WorkflowA 30-minute beginner course on generative AI and LLMs.
Introduction to Function Calling with GeminiA 20-minute intermediate hands-on lab on generative AI and LLMs.
Utilize the Streamlit Framework with Cloud Run and the Gemini API in Agent PlatformA 20-minute intermediate hands-on lab on generative AI and LLMs.
Bot Management with Google Cloud Armor and reCAPTCHAA 35-minute beginner hands-on lab.

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.