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 LLMsFreeKickstarting Application Development with Gemini Code AssistA 1.3-hour intermediate badge course on generative AI and LLMs.since 2025Open ↗AI agentsFreeConnect to Remote Agents with ADK and the Agent2Agent (A2A) SDKA 1.5-hour advanced hands-on lab on AI agents.since 2025Open ↗Getting startedFreeGet Started with Vibe Coding and Antigravity CLIA 1.5-hour beginner hands-on lab for getting started.since 2025Open ↗GenAI and LLMsFreeIntroduction to Gemini EnterpriseA 2.3-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeTroubleshooting with AI Using Cloud Assist InvestigationsA 2-hour beginner course on generative AI and LLMs.since 2025Open ↗StreamingFreeBuilding Fitness-Driven dApps: Streaming Google Fit Data with W3bstreamA 1.5-hour intermediate hands-on lab on streaming.since 2025Open ↗GenAI and LLMsFreeCreate Embeddings, Vector Search, and RAG with BigQueryA 2-hour advanced course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeImplement Multimodal Vector Search with BigQueryA 30-minute intermediate badge course on generative AI and LLMs.since 2025Open ↗SQL and analyticsFreeWriting LookML as a SQL ExpertA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.since 2025Open ↗GenAI and LLMsFreeGoogle Cloud AI and ML Solutions for the Public SectorA 5-hour intermediate course on generative AI and LLMs.since 2025Open ↗Governance and securityFreePracticing Zero TrustAn 8.7-hour learning path on governance and security.since 2025Open ↗Machine learningFreeFraud Detection on Financial Transactions with Machine Learning on Google CloudA 20-minute intermediate hands-on lab on machine learning and data science.since 2025Open ↗GenAI and LLMsFreeGoogle DeepMind: AI Research FoundationsA 49.5-hour learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Amplify Exec Voices with AIA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Automate tasks with Gemini and Apps ScriptA 10-minute advanced course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Create Docs in SecondsA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Email Content CreationA 10-minute intermediate course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Exec Summaries with Gemini GemsA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Gemini Gems – Your ultimate marketing sidekickA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Gemini Image-to-Sheets HackA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Gemini Slide SummariesA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: No-Code Sheets & ScriptsA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Personalization with customized promptsA 10-minute intermediate course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Poke Holes in Your StrategyA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Prompting like a Pro with Google WorkspaceA 10-minute intermediate course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Tame Your Inbox with AIA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: TL;DR with Gemini in Docs & DriveA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Your Personal Feedback AgentA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeFuture-Proof Your AI Learning StrategyA 45-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGoogle DeepMind: 01 Build Your Own Small Language ModelA 6-hour intermediate course on generative AI and LLMs.since 2025Open ↗Governance and securityFreeNetwork SecurityA 40.8-hour learning path on governance and security.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Content Generation with Gemini Made EasyA 10-minute beginner course on generative AI and LLMs.since 2025Open ↗Governance and securityFreeCloud Security Risks: Identify and Protect Against ThreatsA 28-hour beginner course on governance and security.since 2025Open ↗Governance and securityFreeDetect, Respond, and Recover from Cloud Cybersecurity AttacksA 26.3-hour beginner course on governance and security.since 2025Open ↗Governance and securityFreeIntroduction to Security Principles in Cloud ComputingAn 18.3-hour beginner course on governance and security.since 2025Open ↗SQL and analyticsFreePut It All Together: Prepare for a Cloud Security Analyst JobAn 11-hour beginner course on SQL, analytics and BI.since 2025Open ↗Governance and securityFreeStrategies for Cloud Security Risk ManagementA 21.8-hour beginner course on governance and security.since 2025Open ↗GenAI and LLMsFreeBuild AI Agents with Enterprise DatabasesA 4-hour advanced course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeSupervised Fine-tuning for GeminiA 4-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeBuild a Chat Application using the Gemini API on Cloud RunA 20-minute intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗DatabasesFreeMigrate to AlloyDB from PostgreSQL Using Database Migration ServiceA 40-minute beginner hands-on lab on databases.since 2025Open ↗GenAI and LLMsFreeCustom Document Extraction with Document AI WorkbenchA 25-minute intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGmail Sentiment Analysis with Gemini and Agent PlatformA 1.2-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntroduction to Agent Platform Embeddings: Text and MultimodalA 40-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Infrastructure: Cloud GPUsA 1-hour intermediate course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Infrastructure: Cloud TPUsA 1-hour intermediate course on generative AI and LLMs.since 2025Open ↗Data engineeringFreeAnalyze BigQuery Usage with Observability AnalyticsA 45-minute beginner hands-on lab on data engineering.since 2025Open ↗GenAI and LLMsFreeGemini for GovernmentA 13.2-hour learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGoogle Cloud AI InfrastructureAn 8.3-hour learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeDeploy and Scale AI Models with Cloud RunA 1.3-hour beginner course on generative AI and LLMs.since 2025Open ↗
Training
Kickstarting Application Development with Gemini Code AssistA 1.3-hour intermediate badge course on generative AI and LLMs.
Connect to Remote Agents with ADK and the Agent2Agent (A2A) SDKA 1.5-hour advanced hands-on lab on AI agents.
Get Started with Vibe Coding and Antigravity CLIA 1.5-hour beginner hands-on lab for getting started.
Introduction to Gemini EnterpriseA 2.3-hour beginner course on generative AI and LLMs.
Troubleshooting with AI Using Cloud Assist InvestigationsA 2-hour beginner course on generative AI and LLMs.
Building Fitness-Driven dApps: Streaming Google Fit Data with W3bstreamA 1.5-hour intermediate hands-on lab on streaming.
Create Embeddings, Vector Search, and RAG with BigQueryA 2-hour advanced course on generative AI and LLMs.
Implement Multimodal Vector Search with BigQueryA 30-minute intermediate badge course on generative AI and LLMs.
Writing LookML as a SQL ExpertA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.
Google Cloud AI and ML Solutions for the Public SectorA 5-hour intermediate course on generative AI and LLMs.
Practicing Zero TrustAn 8.7-hour learning path on governance and security.
Fraud Detection on Financial Transactions with Machine Learning on Google CloudA 20-minute intermediate hands-on lab on machine learning and data science.
Google DeepMind: AI Research FoundationsA 49.5-hour learning path on generative AI and LLMs.
AI Boost Bites: Amplify Exec Voices with AIA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Automate tasks with Gemini and Apps ScriptA 10-minute advanced course on generative AI and LLMs.
AI Boost Bites: Create Docs in SecondsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Email Content CreationA 10-minute intermediate course on generative AI and LLMs.
AI Boost Bites: Exec Summaries with Gemini GemsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Gemini Gems – Your ultimate marketing sidekickA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Gemini Image-to-Sheets HackA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Gemini Slide SummariesA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: No-Code Sheets & ScriptsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Personalization with customized promptsA 10-minute intermediate course on generative AI and LLMs.
AI Boost Bites: Poke Holes in Your StrategyA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Prompting like a Pro with Google WorkspaceA 10-minute intermediate course on generative AI and LLMs.
AI Boost Bites: Tame Your Inbox with AIA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: TL;DR with Gemini in Docs & DriveA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Your Personal Feedback AgentA 10-minute beginner course on generative AI and LLMs.
Future-Proof Your AI Learning StrategyA 45-minute beginner course on generative AI and LLMs.
Google DeepMind: 01 Build Your Own Small Language ModelA 6-hour intermediate course on generative AI and LLMs.
Network SecurityA 40.8-hour learning path on governance and security.
AI Boost Bites: Content Generation with Gemini Made EasyA 10-minute beginner course on generative AI and LLMs.
Cloud Security Risks: Identify and Protect Against ThreatsA 28-hour beginner course on governance and security.
Detect, Respond, and Recover from Cloud Cybersecurity AttacksA 26.3-hour beginner course on governance and security.
Introduction to Security Principles in Cloud ComputingAn 18.3-hour beginner course on governance and security.
Put It All Together: Prepare for a Cloud Security Analyst JobAn 11-hour beginner course on SQL, analytics and BI.
Strategies for Cloud Security Risk ManagementA 21.8-hour beginner course on governance and security.
Build AI Agents with Enterprise DatabasesA 4-hour advanced course on generative AI and LLMs.
Supervised Fine-tuning for GeminiA 4-hour beginner course on generative AI and LLMs.
Build a Chat Application using the Gemini API on Cloud RunA 20-minute intermediate hands-on lab on generative AI and LLMs.
Migrate to AlloyDB from PostgreSQL Using Database Migration ServiceA 40-minute beginner hands-on lab on databases.
Custom Document Extraction with Document AI WorkbenchA 25-minute intermediate hands-on lab on generative AI and LLMs.
Gmail Sentiment Analysis with Gemini and Agent PlatformA 1.2-hour beginner hands-on lab on generative AI and LLMs.
Introduction to Agent Platform Embeddings: Text and MultimodalA 40-minute beginner hands-on lab on generative AI and LLMs.
AI Infrastructure: Cloud GPUsA 1-hour intermediate course on generative AI and LLMs.
AI Infrastructure: Cloud TPUsA 1-hour intermediate course on generative AI and LLMs.
Analyze BigQuery Usage with Observability AnalyticsA 45-minute beginner hands-on lab on data engineering.
Gemini for GovernmentA 13.2-hour learning path on generative AI and LLMs.
Google Cloud AI InfrastructureAn 8.3-hour learning path on generative AI and LLMs.
Deploy and Scale AI Models with Cloud RunA 1.3-hour beginner course 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.