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 LLMsFreeGoogle Cloud Computing Foundations: Data, ML, and AI in Google CloudAn 8.5-hour beginner course on generative AI and LLMs.since 2022Open ↗Cloud infrastructureFreeGoogle Cloud Computing Foundations: Infrastructure in Google CloudAn 8.5-hour beginner course on cloud infrastructure.since 2022Open ↗Governance and securityFreeGoogle Cloud Computing Foundations: Networking & Security in Google CloudAn 8.5-hour beginner course on governance and security.since 2022Open ↗App developmentFreeBuilding No-Code Apps with AppSheet: FoundationsA 5.5-hour beginner course on app development.since 2022Open ↗Cloud infrastructureFreeElastic Google Cloud Infrastructure: Scaling and AutomationA 7-hour intermediate course on cloud infrastructure.since 2022Open ↗SQL and analyticsFreeBI and Analytics with LookerA 26.2-hour learning path on SQL, analytics and BI.since 2022Open ↗Admin and costFreeUsing Prometheus for Monitoring on Google Cloud: Qwik StartA 25-minute beginner hands-on lab on administration and cost.since 2022Open ↗AI agentsFreeConversational Agents: Bot Building BasicsA 35-minute beginner hands-on lab on AI agents.since 2022Open ↗AI agentsFreeConversational Agents: Enable IVR Features for your Voice Conversational AgentsA 1-hour beginner hands-on lab on AI agents.since 2022Open ↗AI agentsFreeConversational Agents: Managing EnvironmentsA 30-minute beginner hands-on lab on AI agents.since 2022Open ↗AI agentsFreeConversational Agents: Parameter ManipulationA 45-minute beginner hands-on lab on AI agents.since 2022Open ↗App developmentFreeAPI DeveloperA 44.3-hour learning path on app development.since 2022Open ↗SQL and analyticsFreeData AnalystA 38.6-hour learning path on SQL, analytics and BI.since 2022Open ↗Getting startedFreeGetting Started with Elasticsearch on Google CloudA 1-hour beginner hands-on lab for getting started.since 2022Open ↗Governance and securityFreeAuthentication, Authorization, and Identity with VaultA 10-minute beginner hands-on lab on governance and security.since 2022Open ↗OtherFreeCreate Dynamic Secrets for Google Cloud with VaultA 20-minute beginner hands-on lab.since 2022Open ↗Governance and securityFreeInteracting with Vault PoliciesA 35-minute beginner hands-on lab on governance and security.since 2022Open ↗Getting startedFreeGetting Started with VaultA 25-minute beginner hands-on lab for getting started.since 2022Open ↗Admin and costFreeMonitor Environments with Google Cloud Managed Service for Prometheus: Challenge LabA 15-minute intermediate hands-on lab on administration and cost.since 2022Open ↗OtherFreeManaging Vault TokensA 20-minute beginner hands-on lab.since 2022Open ↗Getting startedFreeGmail: Getting StartedA 20-minute beginner hands-on lab for getting started.since 2022Open ↗Getting startedFreeGoogle Calendar: Getting StartedA 20-minute beginner hands-on lab for getting started.since 2022Open ↗Getting startedFreeGoogle Drive: Getting StartedA 10-minute beginner hands-on lab for getting started.since 2022Open ↗Getting startedFreeGoogle Sheets: Getting StartedA 15-minute beginner hands-on lab for getting started.since 2022Open ↗SQL and analyticsFreeUse Ruby on Rails with Cloud SQL for PostgreSQL on Cloud RunA 50-minute intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗Governance and securityFreeProfessional Security Engineer CertificationA 76.5-hour learning path on governance and security that prepares for Professional Security Engineer.since 2022Open ↗Admin and costFreeScaling with Google Cloud OperationsA 1.3-hour beginner course on administration and cost.since 2022Open ↗Getting startedFreeRunning SAP Workloads on Google Cloud: FundamentalsA 1-hour beginner course for getting started.since 2022Open ↗Admin and costFreeImplement DevOps Workflows in Google Cloud: Challenge LabA 40-minute intermediate hands-on lab on administration and cost.since 2022Open ↗Cloud infrastructureFreeCloud Digital Leader CertificationAn 8.4-hour learning path on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeProfessional Cloud Architect CertificationA 167.5-hour learning path on cloud infrastructure that prepares for Professional Cloud Architect.since 2021Open ↗App developmentFreeAPI Design and Fundamentals with the Apigee API PlatformA 9-hour beginner course on app development.since 2021Open ↗Data engineeringFreeDigital Transformation with Google CloudA 1.3-hour beginner course on data engineering.since 2021Open ↗Data engineeringFreeExploring Data Transformation with Google CloudA 1.5-hour beginner course on data engineering.since 2021Open ↗App developmentFreeArchitecting and Installing the Apigee Hybrid API PlatformAn 8-hour beginner course on app development.since 2021Open ↗Certification prepFreeBuild a Certification Study Guide: PDE Exam PrepA 1-hour advanced exam prep course.since 2021Open ↗App developmentFreeModernize Infrastructure and Applications with Google CloudA 1.3-hour beginner course on app development.since 2021Open ↗Admin and costFreeMigrating an application and data from Apache Cassandra™ to DataStax EnterpriseA 1-hour beginner hands-on lab on administration and cost.since 2021Open ↗Data engineeringFreeServerless Data Processing with Dataflow: FoundationsA 3-hour intermediate course on data engineering.since 2021Open ↗Admin and costFreeUsing Elastic Stack to Monitor Google CloudA 1.5-hour beginner hands-on lab on administration and cost.since 2021Open ↗SQL and analyticsFreeAnalyzing and Visualizing Data in LookerA 5.8-hour beginner course on SQL, analytics and BI.since 2021Open ↗Admin and costFreeDeveloping a Google SRE CultureAn 8-hour beginner course on administration and cost.since 2021Open ↗App developmentFreeUsing NAT for Apigee X Backend ServicesA 30-minute beginner hands-on lab on app development.since 2021Open ↗OtherFreeAdding an Apigee X Environment and GroupA 35-minute beginner hands-on lab.since 2021Open ↗OtherFreeDeploy and Manage Apigee X: Challenge LabA 45-minute intermediate hands-on lab.since 2021Open ↗App developmentFreeProtecting APIs with Apigee X and Cloud ArmorA 30-minute beginner hands-on lab on app development.since 2021Open ↗Cloud infrastructureFreeEssential Google Cloud Infrastructure: FoundationA 6.8-hour intermediate course on cloud infrastructure.since 2021Open ↗OtherFreeBlock.one: Creating a Multi Node EOSIO BlockchainA 1-hour beginner hands-on lab.since 2021Open ↗Machine learningFreeProfessional Machine Learning Engineer CertificationA 57.2-hour learning path on machine learning and data science that prepares for Professional Machine Learning Engineer.since 2021Open ↗Getting startedFreeGetting Started with Google CloudA 15.8-hour learning path for getting started.since 2021Open ↗
Training
Google Cloud Computing Foundations: Data, ML, and AI in Google CloudAn 8.5-hour beginner course on generative AI and LLMs.
Google Cloud Computing Foundations: Infrastructure in Google CloudAn 8.5-hour beginner course on cloud infrastructure.
Google Cloud Computing Foundations: Networking & Security in Google CloudAn 8.5-hour beginner course on governance and security.
Building No-Code Apps with AppSheet: FoundationsA 5.5-hour beginner course on app development.
Elastic Google Cloud Infrastructure: Scaling and AutomationA 7-hour intermediate course on cloud infrastructure.
BI and Analytics with LookerA 26.2-hour learning path on SQL, analytics and BI.
Using Prometheus for Monitoring on Google Cloud: Qwik StartA 25-minute beginner hands-on lab on administration and cost.
Conversational Agents: Bot Building BasicsA 35-minute beginner hands-on lab on AI agents.
Conversational Agents: Enable IVR Features for your Voice Conversational AgentsA 1-hour beginner hands-on lab on AI agents.
Conversational Agents: Managing EnvironmentsA 30-minute beginner hands-on lab on AI agents.
Conversational Agents: Parameter ManipulationA 45-minute beginner hands-on lab on AI agents.
API DeveloperA 44.3-hour learning path on app development.
Data AnalystA 38.6-hour learning path on SQL, analytics and BI.
Getting Started with Elasticsearch on Google CloudA 1-hour beginner hands-on lab for getting started.
Authentication, Authorization, and Identity with VaultA 10-minute beginner hands-on lab on governance and security.
Create Dynamic Secrets for Google Cloud with VaultA 20-minute beginner hands-on lab.
Interacting with Vault PoliciesA 35-minute beginner hands-on lab on governance and security.
Getting Started with VaultA 25-minute beginner hands-on lab for getting started.
Monitor Environments with Google Cloud Managed Service for Prometheus: Challenge LabA 15-minute intermediate hands-on lab on administration and cost.
Managing Vault TokensA 20-minute beginner hands-on lab.
Gmail: Getting StartedA 20-minute beginner hands-on lab for getting started.
Google Calendar: Getting StartedA 20-minute beginner hands-on lab for getting started.
Google Drive: Getting StartedA 10-minute beginner hands-on lab for getting started.
Google Sheets: Getting StartedA 15-minute beginner hands-on lab for getting started.
Use Ruby on Rails with Cloud SQL for PostgreSQL on Cloud RunA 50-minute intermediate hands-on lab on SQL, analytics and BI.
Professional Security Engineer CertificationA 76.5-hour learning path on governance and security that prepares for Professional Security Engineer.
Scaling with Google Cloud OperationsA 1.3-hour beginner course on administration and cost.
Running SAP Workloads on Google Cloud: FundamentalsA 1-hour beginner course for getting started.
Implement DevOps Workflows in Google Cloud: Challenge LabA 40-minute intermediate hands-on lab on administration and cost.
Cloud Digital Leader CertificationAn 8.4-hour learning path on cloud infrastructure.
Professional Cloud Architect CertificationA 167.5-hour learning path on cloud infrastructure that prepares for Professional Cloud Architect.
API Design and Fundamentals with the Apigee API PlatformA 9-hour beginner course on app development.
Digital Transformation with Google CloudA 1.3-hour beginner course on data engineering.
Exploring Data Transformation with Google CloudA 1.5-hour beginner course on data engineering.
Architecting and Installing the Apigee Hybrid API PlatformAn 8-hour beginner course on app development.
Build a Certification Study Guide: PDE Exam PrepA 1-hour advanced exam prep course.
Modernize Infrastructure and Applications with Google CloudA 1.3-hour beginner course on app development.
Migrating an application and data from Apache Cassandra™ to DataStax EnterpriseA 1-hour beginner hands-on lab on administration and cost.
Serverless Data Processing with Dataflow: FoundationsA 3-hour intermediate course on data engineering.
Using Elastic Stack to Monitor Google CloudA 1.5-hour beginner hands-on lab on administration and cost.
Analyzing and Visualizing Data in LookerA 5.8-hour beginner course on SQL, analytics and BI.
Developing a Google SRE CultureAn 8-hour beginner course on administration and cost.
Using NAT for Apigee X Backend ServicesA 30-minute beginner hands-on lab on app development.
Adding an Apigee X Environment and GroupA 35-minute beginner hands-on lab.
Deploy and Manage Apigee X: Challenge LabA 45-minute intermediate hands-on lab.
Protecting APIs with Apigee X and Cloud ArmorA 30-minute beginner hands-on lab on app development.
Essential Google Cloud Infrastructure: FoundationA 6.8-hour intermediate course on cloud infrastructure.
Block.one: Creating a Multi Node EOSIO BlockchainA 1-hour beginner hands-on lab.
Professional Machine Learning Engineer CertificationA 57.2-hour learning path on machine learning and data science that prepares for Professional Machine Learning Engineer.
Getting Started with Google CloudA 15.8-hour learning path for getting started.

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.