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
Cloud infrastructureFreeCompute Engine: Qwik Start - WindowsA 15-minute beginner hands-on lab on cloud infrastructure.since 2019Open ↗Governance and securityFree[DEPRECATED] Designing Network Security in Google CloudA 2.8-hour advanced course on governance and security.Open ↗Getting startedFreeA Tour of FirebaseA 30-minute beginner hands-on lab for getting started.Open ↗GenAI and LLMsFreeAccelerate Bond Issuance with GeminiA 15-minute beginner course on generative AI and LLMs.Open ↗Data engineeringFreeAccelerate Migration from Control-M to Apache Airflow with DAGifyA 1-hour intermediate hands-on lab on data engineering.Open ↗OtherFreeActive Shielding with Model ArmorA 45-minute intermediate hands-on lab.Open ↗AI agentsFreeAdd Agent Guardrails with CallbacksA 1-hour intermediate course on AI agents.Open ↗GenAI and LLMsFreeAdd an ADK Agent to Gemini EnterpriseA 1.5-hour advanced hands-on lab on generative AI and LLMs.Open ↗AI agentsFreeAgent Platform Tabular Data: Qwik StartA 30-minute intermediate hands-on lab on AI agents.Open ↗AI agentsFreeAgent Platform: Training and Serving a Custom ModelA 2-hour advanced hands-on lab on AI agents.Open ↗AI agentsFreeAgentic Engineering: Build and ShipA 2.8-hour intermediate course on AI agents.Open ↗GenAI and LLMsFreeAI Boost Bites: AI for the Modern RecruiterA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Automate Marketing WorkflowsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Become a Homework Hero for Your KidsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Brand EnforcerA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Bring your photos to life with AIA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Build a Branded Knowledge BaseA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Build a Campaign Project TrackerA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Build Charts with a PromptA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Create Better Campaign BriefsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Create Product Videos with VidsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Design Strategy PresentationsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: From Raw Data to SlidesA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Generate the Perfect Audio TrackA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Google Workspace StudioA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Intro to Gemini EnterpriseA 15-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Master Internal Comms in GmailA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Master the ABCDQ of PromptingA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Master Your Meetings with GeminiA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Presentations in Seconds with Nano Banana ProA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: The Expert ScalerA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: The Project Coordinator's Command CenterA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: The Recruiter's Playbook in GmailA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: The Seller's AI Data AnalystA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Triage a Crisis with GeminiA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Turn One Asset into a CampaignA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Win Pitches with Gemini NotebookA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Your AI Chart DetectiveA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Boost Bites: Your AI-Powered Career CoachA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI for City HallA 15.1-hour learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Infrastructure: Orchestration and AutomationA 2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Infrastructure: Storage OptionsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Services and GDC Deployments and OperationsA 1.8-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-powered Database Management with GeminiA 2-hour intermediate course on generative AI and LLMs.Open ↗DatabasesFreeAlloyDB - Database FundamentalsA 35-minute beginner hands-on lab on databases.Open ↗GenAI and LLMsFreeAlloyDB: Advanced AI and Data TechniquesA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAnalyze and Reason on Multimodal Data with Gemini: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.Open ↗DatabasesFreeAnalyze Cloud Spanner Data Using bq CLIA 15-minute beginner hands-on lab on databases.Open ↗Admin and costFreeAnalyze Cost and Performance with Flow AnalyzerA 30-minute hands-on lab on administration and cost.Open ↗Governance and securityFreeAnalyze Findings with Security Command CenterA 25-minute intermediate hands-on lab on governance and security.Open ↗
Training
Compute Engine: Qwik Start - WindowsA 15-minute beginner hands-on lab on cloud infrastructure.
[DEPRECATED] Designing Network Security in Google CloudA 2.8-hour advanced course on governance and security.
A Tour of FirebaseA 30-minute beginner hands-on lab for getting started.
Accelerate Bond Issuance with GeminiA 15-minute beginner course on generative AI and LLMs.
Accelerate Migration from Control-M to Apache Airflow with DAGifyA 1-hour intermediate hands-on lab on data engineering.
Active Shielding with Model ArmorA 45-minute intermediate hands-on lab.
Add Agent Guardrails with CallbacksA 1-hour intermediate course on AI agents.
Add an ADK Agent to Gemini EnterpriseA 1.5-hour advanced hands-on lab on generative AI and LLMs.
Agent Platform Tabular Data: Qwik StartA 30-minute intermediate hands-on lab on AI agents.
Agent Platform: Training and Serving a Custom ModelA 2-hour advanced hands-on lab on AI agents.
Agentic Engineering: Build and ShipA 2.8-hour intermediate course on AI agents.
AI Boost Bites: AI for the Modern RecruiterA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Automate Marketing WorkflowsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Become a Homework Hero for Your KidsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Brand EnforcerA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Bring your photos to life with AIA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Build a Branded Knowledge BaseA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Build a Campaign Project TrackerA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Build Charts with a PromptA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Create Better Campaign BriefsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Create Product Videos with VidsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Design Strategy PresentationsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: From Raw Data to SlidesA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Generate the Perfect Audio TrackA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Google Workspace StudioA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Intro to Gemini EnterpriseA 15-minute beginner course on generative AI and LLMs.
AI Boost Bites: Master Internal Comms in GmailA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Master the ABCDQ of PromptingA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Master Your Meetings with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Presentations in Seconds with Nano Banana ProA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: The Expert ScalerA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: The Project Coordinator's Command CenterA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: The Recruiter's Playbook in GmailA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: The Seller's AI Data AnalystA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Triage a Crisis with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Turn One Asset into a CampaignA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Win Pitches with Gemini NotebookA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Your AI Chart DetectiveA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Your AI-Powered Career CoachA 10-minute beginner course on generative AI and LLMs.
AI for City HallA 15.1-hour learning path on generative AI and LLMs.
AI Infrastructure: Orchestration and AutomationA 2-hour intermediate course on generative AI and LLMs.
AI Infrastructure: Storage OptionsA 1-hour intermediate course on generative AI and LLMs.
AI Services and GDC Deployments and OperationsA 1.8-hour intermediate course on generative AI and LLMs.
AI-powered Database Management with GeminiA 2-hour intermediate course on generative AI and LLMs.
AlloyDB - Database FundamentalsA 35-minute beginner hands-on lab on databases.
AlloyDB: Advanced AI and Data TechniquesA 2-hour advanced course on generative AI and LLMs.
Analyze and Reason on Multimodal Data with Gemini: Challenge LabA 25-minute intermediate hands-on lab on generative AI and LLMs.
Analyze Cloud Spanner Data Using bq CLIA 15-minute beginner hands-on lab on databases.
Analyze Cost and Performance with Flow AnalyzerA 30-minute hands-on lab on administration and cost.
Analyze Findings with Security Command CenterA 25-minute intermediate hands-on lab 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.