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
Governance and securityFreeFoundations of Identity and Access ManagementA 4.3-hour intermediate course on governance and security.Open ↗Getting startedFreeFundamentals of Google's Arm-based Axion ProcessorsA 30-minute beginner course for getting started.Open ↗Admin and costFreeGating Deployments with Binary AuthorizationA 35-minute intermediate hands-on lab on administration and cost.Open ↗Cloud infrastructureFreegcloud and kubectl for Google Kubernetes EngineA 15-minute beginner hands-on lab on cloud infrastructure.Open ↗Admin and costFreegcloud for Network ConfigurationA 10-minute beginner hands-on lab on administration and cost.Open ↗Getting startedFreeGDC Platform IntroductionA 2-hour intermediate course for getting started.Open ↗GenAI and LLMsFreeGemini Enterprise for Customer ExperienceA 15.8-hour learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeGemini for financial servicesA 1-hour learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeGemini for legalA 1.3-hour learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeGenerate and Edit Images with Nano Banana (Gemini 2.5 Flash Image)A 30-minute beginner hands-on lab on generative AI and LLMs.Open ↗AI agentsFreeGenerate and Edit Media in Agent PlatformA 4-hour intermediate course on AI agents.Open ↗AI agentsFreeGenerate Images with Nano Banana Pro on Agent PlatformA 1-hour beginner hands-on lab on AI agents.Open ↗GenAI and LLMsFreeGenerative AI Leader Certification Renewal via Google SkillsA 15.7-hour learning path on generative AI and LLMs.Open ↗AI agentsFreeGet Started with Agent Development Kit (ADK)A 1.5-hour advanced hands-on lab on AI agents.Open ↗Getting startedFreeGet Started with Google AntigravityA 1.5-hour beginner hands-on lab for getting started.Open ↗App developmentFreeGet Started with the Live API Native AudioA 30-minute beginner hands-on lab on app development.Open ↗DatabasesFreeGetting Started with MongoDB Atlas on Google CloudA 1.5-hour beginner hands-on lab on databases.Open ↗Getting startedFreeGetting Started with Splunk Cloud GDI on Google CloudA 1.5-hour intermediate hands-on lab for getting started.Open ↗Getting startedFreeGetting started with WebpackA 30-minute beginner hands-on lab for getting started.Open ↗Cloud infrastructureFreeGKE Routing and IP Address ManagementA 2.8-hour intermediate course on cloud infrastructure.Open ↗GenAI and LLMsFreeGoogle AI for Finance ProfessionalsA 3-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeGoogle AI Studio: Prompt DesignA 20-minute beginner hands-on lab on generative AI and LLMs.Open ↗AI agentsFreeGoogle Cloud Agent Governance and SecurityA 2.8-hour advanced course on AI agents.Open ↗Getting startedFreeGoogle Cloud Console: Startup EssentialsA 2.2-hour learning path for getting started.Open ↗Getting startedFreeGoogle Cloud Customer Care FundamentalsA 2-hour beginner course for getting started.Open ↗DatabasesFreeGoogle Cloud Database Migrations: HeterogeneousA 3-hour intermediate course on databases.Open ↗DatabasesFreeGoogle Cloud Database Migrations: HomogeneousA 3-hour intermediate course on databases.Open ↗DatabasesFreeGoogle Cloud Database Migrations: StrategyA 3-hour intermediate course on databases.Open ↗Governance and securityFreeGoogle Cloud IAM: Implementing Least PrivilegeA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securityFreeGoogle Cloud Security for the Public SectorAn 8-hour beginner course on governance and security.Open ↗OtherFreeGoogle DeepMind : 08 Capstone: Develop Your Model for Real-World ImpactA 15-hour advanced course.Open ↗OtherFreeGoogle DeepMind: 02 Represent Your Language DataA 4-hour intermediate course.Open ↗Machine learningFreeGoogle DeepMind: 03 Design And Train Neural NetworksA 4-hour intermediate course on machine learning and data science.Open ↗GenAI and LLMsFreeGoogle DeepMind: 04 Discover The Transformer ArchitectureA 4-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeGoogle DeepMind: 05 Fine-Tune Your ModelAn 8-hour intermediate course on generative AI and LLMs.Open ↗OtherFreeGoogle DeepMind: 07 Accelerate Your ModelA 7-hour intermediate course.Open ↗GenAI and LLMsFreeGoogle DeepMind: Train A Small Language ModelA 1.3-hour advanced badge course on generative AI and LLMs.Open ↗Governance and securityFreeGoogle Threat IntelligenceAn 8-hour intermediate course on governance and security.Open ↗AI agentsFreeGovern and Secure Enterprise AgentsA 6.7-hour learning path on AI agents.Open ↗OtherFreeHow to Use TPUs for InferenceA 1-hour intermediate course.Open ↗GenAI and LLMsFreeHuman-Centered AIA 15-minute beginner course on generative AI and LLMs.Open ↗Cloud infrastructureFreeHybrid Load Balancing and Traffic ManagementA 1.8-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeImplement Automated Data Backups Using bq CLIA 15-minute beginner hands-on lab on administration and cost.Open ↗Governance and securityFreeImplement Cloud Next Generation FirewallA 3-hour intermediate course on governance and security.Open ↗Governance and securityFreeImplement Cloud Storage Lifecycle Policies Using gcloud storageA 15-minute beginner hands-on lab on governance and security.Open ↗StreamingFreeImplement Event-Driven Messaging and Automation Workflows: Challenge LabA 15-minute beginner hands-on lab on streaming.Open ↗OtherFreeImplement External Passthrough NLBA 1-hour intermediate hands-on lab.Open ↗GenAI and LLMsFreeImplement Multimodal Vector Search with BigQuery: Challenge LabA 15-minute intermediate hands-on lab on generative AI and LLMs.Open ↗DatabasesFreeImplement Product Search Indexes for Marketing Using bq CLIA 10-minute beginner hands-on lab on databases.Open ↗OtherFreeImplement Regional Internal Proxy NLBA 1-hour intermediate hands-on lab.Open ↗
Training
Foundations of Identity and Access ManagementA 4.3-hour intermediate course on governance and security.
Fundamentals of Google's Arm-based Axion ProcessorsA 30-minute beginner course for getting started.
Gating Deployments with Binary AuthorizationA 35-minute intermediate hands-on lab on administration and cost.
gcloud and kubectl for Google Kubernetes EngineA 15-minute beginner hands-on lab on cloud infrastructure.
gcloud for Network ConfigurationA 10-minute beginner hands-on lab on administration and cost.
GDC Platform IntroductionA 2-hour intermediate course for getting started.
Gemini Enterprise for Customer ExperienceA 15.8-hour learning path on generative AI and LLMs.
Gemini for financial servicesA 1-hour learning path on generative AI and LLMs.
Gemini for legalA 1.3-hour learning path on generative AI and LLMs.
Generate and Edit Images with Nano Banana (Gemini 2.5 Flash Image)A 30-minute beginner hands-on lab on generative AI and LLMs.
Generate and Edit Media in Agent PlatformA 4-hour intermediate course on AI agents.
Generate Images with Nano Banana Pro on Agent PlatformA 1-hour beginner hands-on lab on AI agents.
Generative AI Leader Certification Renewal via Google SkillsA 15.7-hour learning path on generative AI and LLMs.
Get Started with Agent Development Kit (ADK)A 1.5-hour advanced hands-on lab on AI agents.
Get Started with Google AntigravityA 1.5-hour beginner hands-on lab for getting started.
Get Started with the Live API Native AudioA 30-minute beginner hands-on lab on app development.
Getting Started with MongoDB Atlas on Google CloudA 1.5-hour beginner hands-on lab on databases.
Getting Started with Splunk Cloud GDI on Google CloudA 1.5-hour intermediate hands-on lab for getting started.
Getting started with WebpackA 30-minute beginner hands-on lab for getting started.
GKE Routing and IP Address ManagementA 2.8-hour intermediate course on cloud infrastructure.
Google AI for Finance ProfessionalsA 3-hour beginner course on generative AI and LLMs.
Google AI Studio: Prompt DesignA 20-minute beginner hands-on lab on generative AI and LLMs.
Google Cloud Agent Governance and SecurityA 2.8-hour advanced course on AI agents.
Google Cloud Console: Startup EssentialsA 2.2-hour learning path for getting started.
Google Cloud Customer Care FundamentalsA 2-hour beginner course for getting started.
Google Cloud Database Migrations: HeterogeneousA 3-hour intermediate course on databases.
Google Cloud Database Migrations: HomogeneousA 3-hour intermediate course on databases.
Google Cloud Database Migrations: StrategyA 3-hour intermediate course on databases.
Google Cloud IAM: Implementing Least PrivilegeA 1-hour beginner hands-on lab on governance and security.
Google Cloud Security for the Public SectorAn 8-hour beginner course on governance and security.
Google DeepMind : 08 Capstone: Develop Your Model for Real-World ImpactA 15-hour advanced course.
Google DeepMind: 02 Represent Your Language DataA 4-hour intermediate course.
Google DeepMind: 03 Design And Train Neural NetworksA 4-hour intermediate course on machine learning and data science.
Google DeepMind: 04 Discover The Transformer ArchitectureA 4-hour intermediate course on generative AI and LLMs.
Google DeepMind: 05 Fine-Tune Your ModelAn 8-hour intermediate course on generative AI and LLMs.
Google DeepMind: 07 Accelerate Your ModelA 7-hour intermediate course.
Google DeepMind: Train A Small Language ModelA 1.3-hour advanced badge course on generative AI and LLMs.
Google Threat IntelligenceAn 8-hour intermediate course on governance and security.
Govern and Secure Enterprise AgentsA 6.7-hour learning path on AI agents.
How to Use TPUs for InferenceA 1-hour intermediate course.
Human-Centered AIA 15-minute beginner course on generative AI and LLMs.
Hybrid Load Balancing and Traffic ManagementA 1.8-hour intermediate course on cloud infrastructure.
Implement Automated Data Backups Using bq CLIA 15-minute beginner hands-on lab on administration and cost.
Implement Cloud Next Generation FirewallA 3-hour intermediate course on governance and security.
Implement Cloud Storage Lifecycle Policies Using gcloud storageA 15-minute beginner hands-on lab on governance and security.
Implement Event-Driven Messaging and Automation Workflows: Challenge LabA 15-minute beginner hands-on lab on streaming.
Implement External Passthrough NLBA 1-hour intermediate hands-on lab.
Implement Multimodal Vector Search with BigQuery: Challenge LabA 15-minute intermediate hands-on lab on generative AI and LLMs.
Implement Product Search Indexes for Marketing Using bq CLIA 10-minute beginner hands-on lab on databases.
Implement Regional Internal Proxy NLBA 1-hour intermediate 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.