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
OtherFreeL300 Google Distributed Cloud air-gappedA 12-hour advanced course.since 2025Open ↗GenAI and LLMsFreeUsing the Google Cloud Speech APIA 15-minute beginner badge course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeEnhance Gemini Model CapabilitiesA 45-minute intermediate badge course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntro to Context Caching with the Gemini APIA 15-minute intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGen AI Agents: Transform Your OrganizationA 2.3-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGen AI Apps: Transform Your WorkA 1.8-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGen AI: Beyond the ChatbotA 1.5-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGen AI: Navigate the LandscapeA 1.3-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGen AI: Unlock Foundational ConceptsA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗App developmentFreeDevelop with Apps Script and AppSheetA 45-minute beginner badge course on app development.since 2025Open ↗GenAI and LLMsFreeImplement Speech and Language Solutions with Pre-trained APIsA 30-minute beginner badge course on generative AI and LLMs.since 2025Open ↗Data engineeringFreeSecure Lakehouse DataA 15-minute beginner badge course on data engineering.since 2025Open ↗Machine learningFreeUsing BigQuery Machine Learning for InferenceA 3-hour beginner course on machine learning and data science.since 2025Open ↗GenAI and LLMsFreeDevelop Code with Gemini in BigQueryA 20-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Getting startedFreeGetting Started with Google Cloud NetApp VolumesA 40-minute beginner hands-on lab for getting started.since 2025Open ↗OtherFreeContact Center as a Service (CCaaS)A 14-hour learning path.since 2025Open ↗DatabasesFreeGetting Started with Redis and RediSearchA 30-minute beginner hands-on lab on databases.since 2025Open ↗GenAI and LLMsFreeCreate Agents with Generative PlaybooksA 1.3-hour advanced course on generative AI and LLMs.since 2025Open ↗Governance and securityFreeGDC Air-Gapped Security Operator FundamentalsA 14.3-hour learning path on governance and security.since 2025Open ↗GenAI and LLMsFreeGetting Started with Vector Search and EmbeddingsA 1.1-hour intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeMultimodal Use Cases with GeminiA 1.3-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeDocument Processing with GeminiA 20-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Governance and securityFreeGoogle Security Operations - Deep DiveA 1.8-hour advanced course on governance and security.since 2025Open ↗Getting startedFreeIntroduction to SecOps on GDCA 4.8-hour intermediate course for getting started.since 2025Open ↗GenAI and LLMsFreeGenerative AI Leader CertificationA 7.4-hour learning path on generative AI and LLMs.since 2025Open ↗Admin and costFreeMonitoring in Google Cloud: Challenge LabA 20-minute beginner hands-on lab on administration and cost.since 2025Open ↗Data engineeringFreeAnalytics as a Service for Data Sharing PartnersA 25-minute beginner hands-on lab on data engineering.since 2025Open ↗GenAI and LLMsFreeAnalyze Speech and Language with Google APIs: Challenge LabA 10-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeBuild Google Cloud Infrastructure for AWS Professionals: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeBuild Google Cloud Infrastructure for Azure Professionals: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.since 2025Open ↗App developmentFreeBuild Serverless Applications with Cloud Run Functions: Challenge LabA 15-minute beginner hands-on lab on app development.since 2025Open ↗DatabasesFreeCloud Spanner - Database FundamentalsA 10-minute beginner hands-on lab on databases.since 2025Open ↗Data engineeringFreeCloud Spanner - Loading Data and Performing BackupsA 25-minute beginner hands-on lab on data engineering.since 2025Open ↗Governance and securityFreeConfiguring IAM Permissions with gcloud - AWSA 25-minute intermediate hands-on lab on governance and security.since 2025Open ↗Governance and securityFreeConfiguring IAM Permissions with gCloud - AzureA 25-minute intermediate hands-on lab on governance and security.since 2025Open ↗Data engineeringFreeConsuming Customer Specific Datasets from Data Sharing Partners using BigQueryA 20-minute beginner hands-on lab on data engineering.since 2025Open ↗DatabasesFreeCreate and Manage Cloud Spanner Instances: Challenge LabA 20-minute beginner hands-on lab on databases.since 2025Open ↗Data engineeringFreeData Publishing on BigQuery using Authorized Views for Data Sharing PartnersA 20-minute beginner hands-on lab on data engineering.since 2025Open ↗DatabasesFreeDeploy a Modern Web App connected to a Cloud Spanner InstanceA 20-minute beginner hands-on lab on databases.since 2025Open ↗App developmentFreeHost a Web App on Google Cloud Using Compute Engine - AzureA 35-minute intermediate hands-on lab on app development.since 2025Open ↗App developmentFreeHost a Web App on Google Cloud Using Compute Engine (AWS)A 45-minute intermediate hands-on lab on app development.since 2025Open ↗Data engineeringFreeImplement CI/CD Pipelines on Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on data engineering.since 2025Open ↗AI agentsFreeMonitor an Apache Web Server using Ops AgentA 15-minute beginner hands-on lab on AI agents.since 2025Open ↗Admin and costFreeOptimizing Applications Using Cloud ProfilerA 15-minute beginner hands-on lab on administration and cost.since 2025Open ↗SQL and analyticsFreeSpanner - Defining Schemas and Understanding Query Plans'A 15-minute beginner hands-on lab on SQL, analytics and BI.since 2025Open ↗Cloud infrastructureFreeThe Basics of Google Cloud Compute: Challenge LabA 20-minute beginner hands-on lab on cloud infrastructure.since 2025Open ↗OtherFreeWorking with Artifact RegistryA 35-minute intermediate hands-on lab.since 2025Open ↗GenAI and LLMsFreeGemini in BigQueryA 9.3-hour learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntroduction to Security in the World of AIA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗AI agentsFreeBuild and Deploy an Agent with Agent Engine in Agent PlatformA 45-minute intermediate hands-on lab on AI agents.since 2025Open ↗
Training
L300 Google Distributed Cloud air-gappedA 12-hour advanced course.
Using the Google Cloud Speech APIA 15-minute beginner badge course on generative AI and LLMs.
Enhance Gemini Model CapabilitiesA 45-minute intermediate badge course on generative AI and LLMs.
Intro to Context Caching with the Gemini APIA 15-minute intermediate hands-on lab on generative AI and LLMs.
Gen AI Agents: Transform Your OrganizationA 2.3-hour beginner course on generative AI and LLMs.
Gen AI Apps: Transform Your WorkA 1.8-hour beginner course on generative AI and LLMs.
Gen AI: Beyond the ChatbotA 1.5-hour beginner course on generative AI and LLMs.
Gen AI: Navigate the LandscapeA 1.3-hour beginner course on generative AI and LLMs.
Gen AI: Unlock Foundational ConceptsA 1-hour beginner course on generative AI and LLMs.
Develop with Apps Script and AppSheetA 45-minute beginner badge course on app development.
Implement Speech and Language Solutions with Pre-trained APIsA 30-minute beginner badge course on generative AI and LLMs.
Secure Lakehouse DataA 15-minute beginner badge course on data engineering.
Using BigQuery Machine Learning for InferenceA 3-hour beginner course on machine learning and data science.
Develop Code with Gemini in BigQueryA 20-minute beginner hands-on lab on generative AI and LLMs.
Getting Started with Google Cloud NetApp VolumesA 40-minute beginner hands-on lab for getting started.
Contact Center as a Service (CCaaS)A 14-hour learning path.
Getting Started with Redis and RediSearchA 30-minute beginner hands-on lab on databases.
Create Agents with Generative PlaybooksA 1.3-hour advanced course on generative AI and LLMs.
GDC Air-Gapped Security Operator FundamentalsA 14.3-hour learning path on governance and security.
Getting Started with Vector Search and EmbeddingsA 1.1-hour intermediate hands-on lab on generative AI and LLMs.
Multimodal Use Cases with GeminiA 1.3-hour beginner hands-on lab on generative AI and LLMs.
Document Processing with GeminiA 20-minute beginner hands-on lab on generative AI and LLMs.
Google Security Operations - Deep DiveA 1.8-hour advanced course on governance and security.
Introduction to SecOps on GDCA 4.8-hour intermediate course for getting started.
Generative AI Leader CertificationA 7.4-hour learning path on generative AI and LLMs.
Monitoring in Google Cloud: Challenge LabA 20-minute beginner hands-on lab on administration and cost.
Analytics as a Service for Data Sharing PartnersA 25-minute beginner hands-on lab on data engineering.
Analyze Speech and Language with Google APIs: Challenge LabA 10-minute beginner hands-on lab on generative AI and LLMs.
Build Google Cloud Infrastructure for AWS Professionals: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.
Build Google Cloud Infrastructure for Azure Professionals: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.
Build Serverless Applications with Cloud Run Functions: Challenge LabA 15-minute beginner hands-on lab on app development.
Cloud Spanner - Database FundamentalsA 10-minute beginner hands-on lab on databases.
Cloud Spanner - Loading Data and Performing BackupsA 25-minute beginner hands-on lab on data engineering.
Configuring IAM Permissions with gcloud - AWSA 25-minute intermediate hands-on lab on governance and security.
Configuring IAM Permissions with gCloud - AzureA 25-minute intermediate hands-on lab on governance and security.
Consuming Customer Specific Datasets from Data Sharing Partners using BigQueryA 20-minute beginner hands-on lab on data engineering.
Create and Manage Cloud Spanner Instances: Challenge LabA 20-minute beginner hands-on lab on databases.
Data Publishing on BigQuery using Authorized Views for Data Sharing PartnersA 20-minute beginner hands-on lab on data engineering.
Deploy a Modern Web App connected to a Cloud Spanner InstanceA 20-minute beginner hands-on lab on databases.
Host a Web App on Google Cloud Using Compute Engine - AzureA 35-minute intermediate hands-on lab on app development.
Host a Web App on Google Cloud Using Compute Engine (AWS)A 45-minute intermediate hands-on lab on app development.
Implement CI/CD Pipelines on Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on data engineering.
Monitor an Apache Web Server using Ops AgentA 15-minute beginner hands-on lab on AI agents.
Optimizing Applications Using Cloud ProfilerA 15-minute beginner hands-on lab on administration and cost.
Spanner - Defining Schemas and Understanding Query Plans'A 15-minute beginner hands-on lab on SQL, analytics and BI.
The Basics of Google Cloud Compute: Challenge LabA 20-minute beginner hands-on lab on cloud infrastructure.
Working with Artifact RegistryA 35-minute intermediate hands-on lab.
Gemini in BigQueryA 9.3-hour learning path on generative AI and LLMs.
Introduction to Security in the World of AIA 1-hour beginner course on generative AI and LLMs.
Build and Deploy an Agent with Agent Engine in Agent PlatformA 45-minute intermediate hands-on lab on AI agents.

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.