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
OtherFreeDevSecOpsA 63.9-hour learning path.since 2023Open ↗OtherFreeEncoder-Decoder ArchitectureA 30-minute intermediate course.since 2023Open ↗GenAI and LLMsFreeIntroduction to Vertex AI StudioA 2-hour beginner course on generative AI and LLMs.since 2023Open ↗Governance and securityFreeCloud Armor Preconfigured WAF RulesA 20-minute beginner hands-on lab on governance and security.since 2023Open ↗OtherFreeCreate Image Captioning ModelsA 30-minute intermediate course.since 2023Open ↗Cloud infrastructureFreeDefending Edge Cache with Cloud ArmorA 35-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗Getting startedFreeIntroduction to Image GenerationA 30-minute beginner course for getting started.since 2023Open ↗OtherFreeRate Limiting with Cloud ArmorA 30-minute beginner hands-on lab.since 2023Open ↗DatabasesFreeDeveloping Data Models with LookMLA 7-hour intermediate course on databases.since 2023Open ↗Machine learningFreeComputer Vision Fundamentals with Google CloudAn 8-hour intermediate course on machine learning and data science.since 2023Open ↗OtherFreeStartup InnovatorsA 46-hour learning path.since 2023Open ↗GenAI and LLMsFreeIntroduction to Generative AIA 45-minute beginner course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeSmart Analytics, Machine Learning, and AI on Google CloudA 7-hour intermediate course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeIntroduction to Large Language ModelsA 1-hour beginner course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeBeginner: Introduction to Generative AIA 4.7-hour learning path on generative AI and LLMs.since 2023Open ↗Cloud infrastructureFreeGoogle Cloud Storage and Containers for Azure ProfessionalsA 16-hour intermediate course on cloud infrastructure.since 2023Open ↗SQL and analyticsFreeConnect an App to a Cloud SQL for PostgreSQL InstanceA 35-minute beginner hands-on lab on SQL, analytics and BI.since 2023Open ↗Admin and costFreeEmploying Best Practices for Improving the Usability of LookML ProjectsA 15-minute intermediate hands-on lab on administration and cost.since 2023Open ↗SQL and analyticsFreeBuild LookML Objects in Looker: Challenge LabA 25-minute intermediate hands-on lab on SQL, analytics and BI.since 2023Open ↗Machine learningFreeNatural Language Processing on Google CloudAn 8-hour intermediate course on machine learning and data science.since 2023Open ↗Governance and securityFreeEnhancing Google Cloud Network SecurityA 1.5-hour advanced hands-on lab on governance and security.since 2023Open ↗App developmentFreeBuilding and Debugging Cloud Functions for Node.jsA 25-minute beginner hands-on lab on app development.since 2023Open ↗Governance and securityFreeManaging and Securing the Apigee Hybrid API PlatformA 1-hour beginner course on governance and security.since 2023Open ↗Getting startedFreeGetting Started with Neo4J Enterprise on Google CloudA 15-minute beginner hands-on lab for getting started.since 2023Open ↗Admin and costFreeConnect and Configure Data for your AppSheet AppA 20-minute beginner hands-on lab on administration and cost.since 2023Open ↗Cloud infrastructureFreeCreating a De-identified Copy of Data in Cloud StorageA 15-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗OtherFreeRedacting Critical Data with Sensitive Data ProtectionA 10-minute beginner hands-on lab.since 2023Open ↗App developmentFreeBuild a Project Tracking App with AppSheetA 15-minute beginner hands-on lab on app development.since 2023Open ↗Cloud infrastructureFreeGoogle Cloud Computing Foundations CertificateA 36.6-hour learning path on cloud infrastructure.since 2023Open ↗App developmentFreeImplement the User Experience for your AppSheet AppA 20-minute beginner hands-on lab on app development.since 2023Open ↗Cloud infrastructureFreeCloud Run Functions: Qwik StartA 35-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗Data engineeringFreeUsing BigQuery Omni with AWSA 40-minute advanced hands-on lab on data engineering.since 2023Open ↗Admin and costFreeBuild Infrastructure with Terraform on Google Cloud: Challenge LabA 30-minute intermediate hands-on lab on administration and cost.since 2022Open ↗SQL and analyticsFreeCollect Metrics from Exporters using the Managed Service for PrometheusA 20-minute intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗SQL and analyticsFreeGetting Started with Liquid to Customize the Looker User ExperienceA 15-minute intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗App developmentFreeRole Based Learning Path: Citizen DeveloperA 2.8-hour beginner course on app development.since 2022Open ↗SQL and analyticsFreeUsing Cloud Error Reporting to Remediate Workload Issues on GKEA 1-hour beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗SQL and analyticsFreeLog Analytics on Google CloudA 20-minute beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗OtherFreeAnswering Complex Questions Using Native Derived Tables with LookMLA 20-minute intermediate hands-on lab.since 2022Open ↗SQL and analyticsFreeCreate a Looker Modeled Query and Working with Quick StartA 20-minute beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗SQL and analyticsFreeCreating dynamic SQL derived tables with LookML and LiquidA 15-minute intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗SQL and analyticsFreeEnhancing User Interactivity in Looker with LiquidA 15-minute intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗OtherFreeValidate Data in Google SheetsA 20-minute intermediate hands-on lab.since 2022Open ↗OtherFreeModularizing LookML Code with ExtendsA 15-minute intermediate hands-on lab.since 2022Open ↗Cloud infrastructureFreeEssential Google Cloud Infrastructure: Core ServicesAn 8.3-hour intermediate course on cloud infrastructure.since 2022Open ↗Data engineeringFreeConfigure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQLA 35-minute beginner hands-on lab on data engineering.since 2022Open ↗SQL and analyticsFreeCreate and Manage Cloud SQL for PostgreSQL Instances: Challenge LabA 1-hour beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗Admin and costFreeMigrate Existing Prometheus Monitoring Workloads to Google CloudA 15-minute beginner hands-on lab on administration and cost.since 2022Open ↗Admin and costFreeReduce Costs for the Managed Service for PrometheusA 15-minute beginner hands-on lab on administration and cost.since 2022Open ↗SQL and analyticsFreeSecuring a Cloud SQL for PostgreSQL InstanceA 35-minute beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗
Training
DevSecOpsA 63.9-hour learning path.
Encoder-Decoder ArchitectureA 30-minute intermediate course.
Introduction to Vertex AI StudioA 2-hour beginner course on generative AI and LLMs.
Cloud Armor Preconfigured WAF RulesA 20-minute beginner hands-on lab on governance and security.
Create Image Captioning ModelsA 30-minute intermediate course.
Defending Edge Cache with Cloud ArmorA 35-minute beginner hands-on lab on cloud infrastructure.
Introduction to Image GenerationA 30-minute beginner course for getting started.
Rate Limiting with Cloud ArmorA 30-minute beginner hands-on lab.
Developing Data Models with LookMLA 7-hour intermediate course on databases.
Computer Vision Fundamentals with Google CloudAn 8-hour intermediate course on machine learning and data science.
Startup InnovatorsA 46-hour learning path.
Introduction to Generative AIA 45-minute beginner course on generative AI and LLMs.
Smart Analytics, Machine Learning, and AI on Google CloudA 7-hour intermediate course on generative AI and LLMs.
Introduction to Large Language ModelsA 1-hour beginner course on generative AI and LLMs.
Beginner: Introduction to Generative AIA 4.7-hour learning path on generative AI and LLMs.
Google Cloud Storage and Containers for Azure ProfessionalsA 16-hour intermediate course on cloud infrastructure.
Connect an App to a Cloud SQL for PostgreSQL InstanceA 35-minute beginner hands-on lab on SQL, analytics and BI.
Employing Best Practices for Improving the Usability of LookML ProjectsA 15-minute intermediate hands-on lab on administration and cost.
Build LookML Objects in Looker: Challenge LabA 25-minute intermediate hands-on lab on SQL, analytics and BI.
Natural Language Processing on Google CloudAn 8-hour intermediate course on machine learning and data science.
Enhancing Google Cloud Network SecurityA 1.5-hour advanced hands-on lab on governance and security.
Building and Debugging Cloud Functions for Node.jsA 25-minute beginner hands-on lab on app development.
Managing and Securing the Apigee Hybrid API PlatformA 1-hour beginner course on governance and security.
Getting Started with Neo4J Enterprise on Google CloudA 15-minute beginner hands-on lab for getting started.
Connect and Configure Data for your AppSheet AppA 20-minute beginner hands-on lab on administration and cost.
Creating a De-identified Copy of Data in Cloud StorageA 15-minute beginner hands-on lab on cloud infrastructure.
Redacting Critical Data with Sensitive Data ProtectionA 10-minute beginner hands-on lab.
Build a Project Tracking App with AppSheetA 15-minute beginner hands-on lab on app development.
Google Cloud Computing Foundations CertificateA 36.6-hour learning path on cloud infrastructure.
Implement the User Experience for your AppSheet AppA 20-minute beginner hands-on lab on app development.
Cloud Run Functions: Qwik StartA 35-minute beginner hands-on lab on cloud infrastructure.
Using BigQuery Omni with AWSA 40-minute advanced hands-on lab on data engineering.
Build Infrastructure with Terraform on Google Cloud: Challenge LabA 30-minute intermediate hands-on lab on administration and cost.
Collect Metrics from Exporters using the Managed Service for PrometheusA 20-minute intermediate hands-on lab on SQL, analytics and BI.
Getting Started with Liquid to Customize the Looker User ExperienceA 15-minute intermediate hands-on lab on SQL, analytics and BI.
Role Based Learning Path: Citizen DeveloperA 2.8-hour beginner course on app development.
Using Cloud Error Reporting to Remediate Workload Issues on GKEA 1-hour beginner hands-on lab on SQL, analytics and BI.
Log Analytics on Google CloudA 20-minute beginner hands-on lab on SQL, analytics and BI.
Answering Complex Questions Using Native Derived Tables with LookMLA 20-minute intermediate hands-on lab.
Create a Looker Modeled Query and Working with Quick StartA 20-minute beginner hands-on lab on SQL, analytics and BI.
Creating dynamic SQL derived tables with LookML and LiquidA 15-minute intermediate hands-on lab on SQL, analytics and BI.
Enhancing User Interactivity in Looker with LiquidA 15-minute intermediate hands-on lab on SQL, analytics and BI.
Validate Data in Google SheetsA 20-minute intermediate hands-on lab.
Modularizing LookML Code with ExtendsA 15-minute intermediate hands-on lab.
Essential Google Cloud Infrastructure: Core ServicesAn 8.3-hour intermediate course on cloud infrastructure.
Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQLA 35-minute beginner hands-on lab on data engineering.
Create and Manage Cloud SQL for PostgreSQL Instances: Challenge LabA 1-hour beginner hands-on lab on SQL, analytics and BI.
Migrate Existing Prometheus Monitoring Workloads to Google CloudA 15-minute beginner hands-on lab on administration and cost.
Reduce Costs for the Managed Service for PrometheusA 15-minute beginner hands-on lab on administration and cost.
Securing a Cloud SQL for PostgreSQL InstanceA 35-minute beginner hands-on lab on SQL, analytics and BI.

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.