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
GenAI and LLMsFreeAI Boost Bites: Create Your Own Productivity ToolsA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Create Your Own Retro Arcade GameA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Create Your Ultimate College Scouting ReportA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: From Napkin Sketch to Functional AppA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Gamify Your Study GuidesA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Gemini Calendar Hacks in GmailA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Get Your Competitor's Playbook in MinutesA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Guided Learning with GeminiA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Make Any Big Purchase with ConfidenceA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Notes to Sheets with GeminiA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: One-Click Campaign VisualsA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Presentation Scripts with GeminiA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Streamline Event Planning with AIA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Talk to Your Data in SheetsA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Turn Your Ideas into Animated ArtA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Your Personal AI TutorA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗Cloud infrastructureFreeManage Scalable Workloads in GKEA 72-hour advanced course on cloud infrastructure.since 2026Open ↗GenAI and LLMsFreeAI Infrastructure: Networking TechniquesA 1-hour intermediate course on generative AI and LLMs.since 2026Open ↗AI agentsFreeBuild a Smart Cloud Application with Vibe Coding and MCP: Challenge LabA 1.5-hour beginner hands-on lab on AI agents.since 2026Open ↗GenAI and LLMsFreeUnlock Insights with Gemini NotebookA 3-hour beginner course on generative AI and LLMs.since 2026Open ↗Cloud infrastructureFreeManage Kubernetes in Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Animated Charts with GeminiA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: Supercharge Research with GeminiA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeGemini Enterprise and Gemini NotebookA 16.7-hour learning path on generative AI and LLMs.since 2026Open ↗AI agentsFreeBuild a Smart Cloud Application with Vibe Coding and MCPA 1.8-hour intermediate badge course on AI agents.since 2026Open ↗GenAI and LLMsFreeConfigure Vector Search in AlloyDBA 1.5-hour beginner hands-on lab on generative AI and LLMs.since 2026Open ↗Governance and securityFreeIntroduction Google Security Operations (SOAR)A 2.5-hour beginner course on governance and security.since 2026Open ↗AI agentsFreeAgent FundamentalsA 1.5-hour beginner course on AI agents.since 2026Open ↗AI agentsFreeBuild Your First Agent with Agent Development Kit (ADK)A 1.3-hour beginner course on AI agents.since 2026Open ↗AI agentsFreeOptimize Agent BehaviorA 1-hour beginner course on AI agents.since 2026Open ↗AI agentsFreeUnderstand Google Cloud AgentsAn 8-hour beginner course on AI agents.since 2026Open ↗Governance and securityFreeImplementing Security in Knowledge CatalogA 25-minute beginner hands-on lab on governance and security.since 2026Open ↗AI agentsFreeDevelop Agents with Agent Development Kit (ADK)A 6.2-hour learning path on AI agents.since 2026Open ↗AI agentsFreeIntroduction to Agents and Google’s Agent EcosystemA 4-hour learning path on AI agents.since 2026Open ↗GenAI and LLMsFreeAgentic AI on Google CloudA 32.5-hour learning path on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Boost Bites: AI Magic in a Sheets CellA 10-minute beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeGoogle DeepMind: Train a Small Language Model (Challenge Lab)A 1-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeOptical Character Recognition (OCR) with Document AI (Python)A 25-minute intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗AI agentsFreeFundamentals of Agent Development Kit (ADK)A 3.6-hour learning path on AI agents.since 2026Open ↗GenAI and LLMsFreeAgent Assist and its Gen AI CapabilitiesA 2-hour advanced course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeDeploy Multi-Agent Systems with Gemini Enterprise Agent PlatformA 6-hour advanced course on generative AI and LLMs.since 2026Open ↗Getting startedFreeConversation Design FundamentalsA 1.5-hour beginner course for getting started.since 2026Open ↗Data engineeringFreeData Transformation in the CloudAn 18-hour beginner course on data engineering.since 2026Open ↗Admin and costFreeMigrating to Google Cloud: FundamentalsA 1.5-hour beginner course on administration and cost.since 2026Open ↗GenAI and LLMsFreeUnleash Team Potential: Assess Learning Needs Using GenAIA 1-hour beginner course on generative AI and LLMs.since 2026Open ↗OtherFreeInference on TPUsA 2-hour learning path.since 2026Open ↗Data engineeringFreeBuilding Codeless Pipelines on Cloud Data FusionA 9.3-hour beginner course on data engineering.since 2026Open ↗DatabasesFreeAdministering an AlloyDB DatabaseA 30-minute beginner hands-on lab on databases.since 2025Open ↗GenAI and LLMsFreeExplore the Multimodal Capabilities of Google AI StudioA 25-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Data engineeringFreePerformance and Cost Optimization with BigQueryA 1.5-hour beginner hands-on lab on data engineering.since 2025Open ↗
Training
AI Boost Bites: Create Your Own Productivity ToolsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Create Your Own Retro Arcade GameA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Create Your Ultimate College Scouting ReportA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: From Napkin Sketch to Functional AppA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Gamify Your Study GuidesA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Gemini Calendar Hacks in GmailA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Get Your Competitor's Playbook in MinutesA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Guided Learning with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Make Any Big Purchase with ConfidenceA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Notes to Sheets with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: One-Click Campaign VisualsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Presentation Scripts with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Streamline Event Planning with AIA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Talk to Your Data in SheetsA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Turn Your Ideas into Animated ArtA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Your Personal AI TutorA 10-minute beginner course on generative AI and LLMs.
Manage Scalable Workloads in GKEA 72-hour advanced course on cloud infrastructure.
AI Infrastructure: Networking TechniquesA 1-hour intermediate course on generative AI and LLMs.
Build a Smart Cloud Application with Vibe Coding and MCP: Challenge LabA 1.5-hour beginner hands-on lab on AI agents.
Unlock Insights with Gemini NotebookA 3-hour beginner course on generative AI and LLMs.
Manage Kubernetes in Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.
AI Boost Bites: Animated Charts with GeminiA 10-minute beginner course on generative AI and LLMs.
AI Boost Bites: Supercharge Research with GeminiA 10-minute beginner course on generative AI and LLMs.
Gemini Enterprise and Gemini NotebookA 16.7-hour learning path on generative AI and LLMs.
Build a Smart Cloud Application with Vibe Coding and MCPA 1.8-hour intermediate badge course on AI agents.
Configure Vector Search in AlloyDBA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Introduction Google Security Operations (SOAR)A 2.5-hour beginner course on governance and security.
Agent FundamentalsA 1.5-hour beginner course on AI agents.
Build Your First Agent with Agent Development Kit (ADK)A 1.3-hour beginner course on AI agents.
Optimize Agent BehaviorA 1-hour beginner course on AI agents.
Understand Google Cloud AgentsAn 8-hour beginner course on AI agents.
Implementing Security in Knowledge CatalogA 25-minute beginner hands-on lab on governance and security.
Develop Agents with Agent Development Kit (ADK)A 6.2-hour learning path on AI agents.
Introduction to Agents and Google’s Agent EcosystemA 4-hour learning path on AI agents.
Agentic AI on Google CloudA 32.5-hour learning path on generative AI and LLMs.
AI Boost Bites: AI Magic in a Sheets CellA 10-minute beginner course on generative AI and LLMs.
Google DeepMind: Train a Small Language Model (Challenge Lab)A 1-hour advanced hands-on lab on generative AI and LLMs.
Optical Character Recognition (OCR) with Document AI (Python)A 25-minute intermediate hands-on lab on generative AI and LLMs.
Fundamentals of Agent Development Kit (ADK)A 3.6-hour learning path on AI agents.
Agent Assist and its Gen AI CapabilitiesA 2-hour advanced course on generative AI and LLMs.
Deploy Multi-Agent Systems with Gemini Enterprise Agent PlatformA 6-hour advanced course on generative AI and LLMs.
Conversation Design FundamentalsA 1.5-hour beginner course for getting started.
Data Transformation in the CloudAn 18-hour beginner course on data engineering.
Migrating to Google Cloud: FundamentalsA 1.5-hour beginner course on administration and cost.
Unleash Team Potential: Assess Learning Needs Using GenAIA 1-hour beginner course on generative AI and LLMs.
Inference on TPUsA 2-hour learning path.
Building Codeless Pipelines on Cloud Data FusionA 9.3-hour beginner course on data engineering.
Administering an AlloyDB DatabaseA 30-minute beginner hands-on lab on databases.
Explore the Multimodal Capabilities of Google AI StudioA 25-minute beginner hands-on lab on generative AI and LLMs.
Performance and Cost Optimization with BigQueryA 1.5-hour beginner hands-on lab on data engineering.

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.