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
Admin and costFreeProfessional Cloud DevOps Engineer Certification Renewal via Google SkillsA 47.7-hour learning path on administration and cost that prepares for Professional Cloud.Open ↗Cloud infrastructureFreeProfessional Cloud Network Engineer Certification Renewal via Google SkillsA 22.6-hour learning path on cloud infrastructure that prepares for Professional Cloud.Open ↗Governance and securityFreeProfessional Cloud Security Engineer Certification Renewal via Google SkillsA 19-hour learning path on governance and security that prepares for Professional Cloud.Open ↗Machine learningFreeProfessional Machine Learning Engineer Certification Renewal via Google SkillsA 33-hour learning path on machine learning and data science that prepares for Professional Machine Learning Engineer.Open ↗Governance and securityFreeProfessional Security Operations Engineer Certification Renewal via Google SkillsA 30.7-hour learning path on governance and security that prepares for Professional Security.Open ↗GenAI and LLMsFreePrompt Design in Agent Platform: Challenge LabA 50-minute beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeProtect AI Workloads with Model ArmorA 3.5-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeProtect AI Workloads with Model Armor: Challenge LabA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Governance and securityFreeProtect Cloud Traffic with Chrome Enterprise Premium Security: Challenge LabA 15-minute intermediate hands-on lab on governance and security.Open ↗Admin and costFreeProtect your Google Cloud NetApp Volumes data with backupA 40-minute beginner hands-on lab on administration and cost.Open ↗Data engineeringFreeProtect your Google Cloud NetApp Volumes data with snapshotsA 40-minute beginner hands-on lab on data engineering.Open ↗Cloud infrastructureFreeProtecting Google Compute resources with FortiGateA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsFreeProtecting Sensitive Data in Gen AI Model ResponsesA 25-minute intermediate hands-on lab on generative AI and LLMs.Open ↗OtherFreeProtecting Workloads with Cloud ArmorA 3-hour intermediate course.Open ↗GenAI and LLMsFreePrototype Applications in Google AI StudioA 25-minute beginner hands-on lab on generative AI and LLMs.Open ↗Data engineeringFreePulling BigQuery Data into Google Sheets using BigQuery Connected SheetsA 30-minute beginner hands-on lab on data engineering.Open ↗Getting startedFreeQuiz: GDC Air-Gapped Practitioner FundamentalsA 1-hour intermediate course for getting started.Open ↗Governance and securityFreeQuiz: GDC Air-Gapped Security Operator FundamentalsA 1-hour intermediate course on governance and security.Open ↗StreamingFreeReconciling Account Data with Cloud Spanner Change StreamsA 20-minute intermediate hands-on lab on streaming.Open ↗Admin and costFreeRecover VMs with Google Backup and DR ServiceA 1-hour advanced hands-on lab on administration and cost.Open ↗OtherFreeRequest Temporary Elevated Access with Privileged Access ManagerA 15-minute advanced hands-on lab.Open ↗Admin and costFreeResizing a Google Cloud NetApp Volumes volumeA 40-minute beginner hands-on lab on administration and cost.Open ↗App developmentFreeRetrieving Credentials from Secret Manager with Spring BootA 1.5-hour intermediate hands-on lab on app development.Open ↗App developmentFreeReview and Improve Apps with Antigravity CLIA 1.5-hour beginner hands-on lab on app development.Open ↗Admin and costFreeRoute Datadog Monitoring Alerts to Google Cloud with EventarcA 1.5-hour beginner hands-on lab on administration and cost.Open ↗GenAI and LLMsFreeRun AI Workloads on TPUsA 1-hour learning path on generative AI and LLMs.Open ↗DatabasesFreeRunning a MongoDB Database in Kubernetes with StatefulSetsA 45-minute intermediate hands-on lab on databases.Open ↗DatabasesFreeRunning Oracle Workloads on Google Cloud: FundamentalsA 1-hour beginner course on databases.Open ↗SQL and analyticsFreeRunning Queries and TransactionsA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeSafeguarding with Agent Platform Gemini APIA 1.5-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeSanitize Gemini Prompts and Responses with ApigeeA 1.5-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureFreeSAP Landing Zone: Plan and Deploy the SAP NetworkA 15-minute beginner hands-on lab on cloud infrastructure.Open ↗DatabasesFreeScale AlloyDB with read pools and ValkeyA 45-minute intermediate hands-on lab on databases.Open ↗AI agentsFreeScaling Data Science with AgentsA 1.5-hour intermediate course on AI agents.Open ↗StreamingFreeScaling Microservices Applications: Migration to Redis Enterprise on Google CloudA 25-minute beginner hands-on lab on streaming.Open ↗SQL and analyticsFreeSecOps on GDC for Tier 1 and Tier 2 AnalystsA 5.5-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeSecOps on GDC for Tier 3 AnalystsA 3.8-hour intermediate course on SQL, analytics and BI.Open ↗Governance and securityFreeSecure a Compromised VMA 15-minute intermediate hands-on lab on governance and security.Open ↗AI agentsFreeSecure Agent Egress with Agent Gateway and Model ArmorA 1-hour intermediate course on AI agents.Open ↗Data engineeringFreeSecure BigQuery Data with Fine-Grained Access ControlsA 1-hour advanced hands-on lab on data engineering.Open ↗Governance and securityFreeSecure Builds with Cloud BuildA 20-minute intermediate hands-on lab on governance and security.Open ↗Governance and securityFreeSecure Compute Engine Applications and Resources using Chrome Enterprise PremiumA 50-minute intermediate hands-on lab on governance and security.Open ↗Governance and securityFreeSecure Containerized Workloads on Google CloudA 1-hour advanced hands-on lab on governance and security.Open ↗GenAI and LLMsFreeSecure Enterprise AI AgentsA 30-minute intermediate course on generative AI and LLMs.Open ↗Governance and securityFreeSecure GKE with Cloud Next Generation FirewallA 2-hour intermediate course on governance and security.Open ↗DatabasesFreeSecure Networks for DatabasesA 3.5-hour intermediate course on databases.Open ↗Governance and securityFreeSecure Public Cloud Storage Buckets Using gcloud storageA 15-minute beginner hands-on lab on governance and security.Open ↗Governance and securityFreeSecure Software Delivery: Challenge LabA 20-minute intermediate hands-on lab on governance and security.Open ↗Governance and securityFreeSecure Software Supply Chain: Using Cloud Build & Cloud Deploy to Deploy Containerized ApplicationsA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securityFreeSecure Virtual Machine Workloads on Google CloudA 1-hour advanced hands-on lab on governance and security.Open ↗
Training
Professional Cloud DevOps Engineer Certification Renewal via Google SkillsA 47.7-hour learning path on administration and cost that prepares for Professional Cloud.
Professional Cloud Network Engineer Certification Renewal via Google SkillsA 22.6-hour learning path on cloud infrastructure that prepares for Professional Cloud.
Professional Cloud Security Engineer Certification Renewal via Google SkillsA 19-hour learning path on governance and security that prepares for Professional Cloud.
Professional Machine Learning Engineer Certification Renewal via Google SkillsA 33-hour learning path on machine learning and data science that prepares for Professional Machine Learning Engineer.
Professional Security Operations Engineer Certification Renewal via Google SkillsA 30.7-hour learning path on governance and security that prepares for Professional Security.
Prompt Design in Agent Platform: Challenge LabA 50-minute beginner hands-on lab on generative AI and LLMs.
Protect AI Workloads with Model ArmorA 3.5-hour beginner course on generative AI and LLMs.
Protect AI Workloads with Model Armor: Challenge LabA 1-hour advanced hands-on lab on generative AI and LLMs.
Protect Cloud Traffic with Chrome Enterprise Premium Security: Challenge LabA 15-minute intermediate hands-on lab on governance and security.
Protect your Google Cloud NetApp Volumes data with backupA 40-minute beginner hands-on lab on administration and cost.
Protect your Google Cloud NetApp Volumes data with snapshotsA 40-minute beginner hands-on lab on data engineering.
Protecting Google Compute resources with FortiGateA 1-hour beginner hands-on lab on cloud infrastructure.
Protecting Sensitive Data in Gen AI Model ResponsesA 25-minute intermediate hands-on lab on generative AI and LLMs.
Protecting Workloads with Cloud ArmorA 3-hour intermediate course.
Prototype Applications in Google AI StudioA 25-minute beginner hands-on lab on generative AI and LLMs.
Pulling BigQuery Data into Google Sheets using BigQuery Connected SheetsA 30-minute beginner hands-on lab on data engineering.
Quiz: GDC Air-Gapped Practitioner FundamentalsA 1-hour intermediate course for getting started.
Quiz: GDC Air-Gapped Security Operator FundamentalsA 1-hour intermediate course on governance and security.
Reconciling Account Data with Cloud Spanner Change StreamsA 20-minute intermediate hands-on lab on streaming.
Recover VMs with Google Backup and DR ServiceA 1-hour advanced hands-on lab on administration and cost.
Request Temporary Elevated Access with Privileged Access ManagerA 15-minute advanced hands-on lab.
Resizing a Google Cloud NetApp Volumes volumeA 40-minute beginner hands-on lab on administration and cost.
Retrieving Credentials from Secret Manager with Spring BootA 1.5-hour intermediate hands-on lab on app development.
Review and Improve Apps with Antigravity CLIA 1.5-hour beginner hands-on lab on app development.
Route Datadog Monitoring Alerts to Google Cloud with EventarcA 1.5-hour beginner hands-on lab on administration and cost.
Run AI Workloads on TPUsA 1-hour learning path on generative AI and LLMs.
Running a MongoDB Database in Kubernetes with StatefulSetsA 45-minute intermediate hands-on lab on databases.
Running Oracle Workloads on Google Cloud: FundamentalsA 1-hour beginner course on databases.
Running Queries and TransactionsA 1-hour beginner hands-on lab on SQL, analytics and BI.
Safeguarding with Agent Platform Gemini APIA 1.5-hour intermediate hands-on lab on generative AI and LLMs.
Sanitize Gemini Prompts and Responses with ApigeeA 1.5-hour intermediate hands-on lab on generative AI and LLMs.
SAP Landing Zone: Plan and Deploy the SAP NetworkA 15-minute beginner hands-on lab on cloud infrastructure.
Scale AlloyDB with read pools and ValkeyA 45-minute intermediate hands-on lab on databases.
Scaling Data Science with AgentsA 1.5-hour intermediate course on AI agents.
Scaling Microservices Applications: Migration to Redis Enterprise on Google CloudA 25-minute beginner hands-on lab on streaming.
SecOps on GDC for Tier 1 and Tier 2 AnalystsA 5.5-hour intermediate course on SQL, analytics and BI.
SecOps on GDC for Tier 3 AnalystsA 3.8-hour intermediate course on SQL, analytics and BI.
Secure a Compromised VMA 15-minute intermediate hands-on lab on governance and security.
Secure Agent Egress with Agent Gateway and Model ArmorA 1-hour intermediate course on AI agents.
Secure BigQuery Data with Fine-Grained Access ControlsA 1-hour advanced hands-on lab on data engineering.
Secure Builds with Cloud BuildA 20-minute intermediate hands-on lab on governance and security.
Secure Compute Engine Applications and Resources using Chrome Enterprise PremiumA 50-minute intermediate hands-on lab on governance and security.
Secure Containerized Workloads on Google CloudA 1-hour advanced hands-on lab on governance and security.
Secure Enterprise AI AgentsA 30-minute intermediate course on generative AI and LLMs.
Secure GKE with Cloud Next Generation FirewallA 2-hour intermediate course on governance and security.
Secure Networks for DatabasesA 3.5-hour intermediate course on databases.
Secure Public Cloud Storage Buckets Using gcloud storageA 15-minute beginner hands-on lab on governance and security.
Secure Software Delivery: Challenge LabA 20-minute intermediate hands-on lab on governance and security.
Secure Software Supply Chain: Using Cloud Build & Cloud Deploy to Deploy Containerized ApplicationsA 1-hour beginner hands-on lab on governance and security.
Secure Virtual Machine Workloads on Google CloudA 1-hour advanced 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.