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
StreamingFreeBuilding Scalable Java Microservices with Spring Boot and Spring CloudA 5-minute intermediate course on streaming.since 2021Open ↗OtherFreeCisco: SD-WAN Cloud Hub with Google CloudA 1-hour intermediate hands-on lab.since 2021Open ↗OtherFreeGoogle Sheets - Advanced TopicsAn 8-hour beginner course.since 2021Open ↗Cloud infrastructureFreeGoogle Cloud Architecture: Design PrinciplesA 5-hour intermediate course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeAssociate Cloud Engineer CertificationA 57.7-hour learning path on cloud infrastructure that prepares for Associate Cloud Engineer.since 2021Open ↗Cloud infrastructureFreeNetworking in Google Cloud: FundamentalsA 5-hour intermediate course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeArchitecting with Google Kubernetes Engine: FoundationsA 24-hour intermediate course on cloud infrastructure.since 2021Open ↗Data engineeringFreeProfessional Data Engineer CertificationA 77-hour learning path on data engineering that prepares for Professional Data Engineer.since 2021Open ↗Cloud infrastructureFreeGetting Started with Google Kubernetes EngineA 5.8-hour intermediate course on cloud infrastructure.since 2021Open ↗Certification prepFreeBuild a Certification Study Guide: ACE Exam PrepA 1-hour intermediate exam prep course.since 2021Open ↗Cloud infrastructureFreeGoogle Cloud Fundamentals: Core InfrastructureA 5-hour beginner course on cloud infrastructure.since 2021Open ↗Admin and costFreeGoogle Workspace User and Resource ManagementA 4.5-hour beginner course on administration and cost.since 2021Open ↗Admin and costFreeLogging and Monitoring in Google CloudAn 8.5-hour beginner course on administration and cost.since 2021Open ↗Governance and securityFreeManage Security in Google CloudA 4.8-hour intermediate course on governance and security.since 2021Open ↗Data engineeringFreeBuild Data Lakes and Data Warehouses on Google CloudA 5-hour intermediate course on data engineering.since 2021Open ↗DatabasesFreeDeploying Redis Enterprise for GKE and Serverless App on GDCV on Bare MetalA 1.5-hour intermediate hands-on lab on databases.since 2021Open ↗App developmentFreeUse Go Code to Work with Google Cloud Data SourcesA 25-minute beginner hands-on lab on app development.since 2021Open ↗Getting startedFreeBlock.one: Getting Started with The EOSIO BlockchainA 10-minute beginner hands-on lab for getting started.since 2021Open ↗SQL and analyticsFreeMigrate MySQL Data to Cloud SQL Using Database Migration Service: Challenge LabA 55-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗OtherFreeProvisioning an Apigee X Evaluation OrganizationA 1.1-hour beginner hands-on lab.since 2021Open ↗Governance and securityFreeSecuring Cloud Applications with Identity Aware Proxy (IAP) using Zero-TrustA 30-minute beginner hands-on lab on governance and security.since 2021Open ↗Cloud infrastructureFreeConfiguring Network Connectivity Center as a Transit HubA 35-minute intermediate hands-on lab on cloud infrastructure.since 2021Open ↗Getting startedFreeGoogle AppSheet: Getting StartedA 10-minute beginner hands-on lab for getting started.since 2021Open ↗Data engineeringFreeStream Processing with Cloud Pub/Sub and Dataflow: Qwik StartA 25-minute beginner hands-on lab on data engineering.since 2021Open ↗Admin and costFreeCaching and Datagroups with LookMLA 10-minute intermediate hands-on lab on administration and cost.since 2021Open ↗OtherFreeCreating Derived Tables Using LookMLA 15-minute beginner hands-on lab.since 2021Open ↗OtherFreeCreating Measures and Dimensions Using LookMLA 20-minute beginner hands-on lab.since 2021Open ↗OtherFreeFiltering Explores with LookMLA 15-minute beginner hands-on lab.since 2021Open ↗SQL and analyticsFreeLooker Developer: Qwik StartA 15-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗Getting startedFreeFundamentals of Cloud LoggingA 20-minute beginner hands-on lab for getting started.since 2021Open ↗Data engineeringFreeUsing BigQuery and Cloud Logging to Analyze BigQuery UsageA 25-minute beginner hands-on lab on data engineering.since 2021Open ↗Cloud infrastructureFreeEventarc for Cloud RunA 15-minute beginner hands-on lab on cloud infrastructure.since 2021Open ↗Data engineeringFreeCreating Date-Partitioned Tables in BigQueryA 15-minute intermediate hands-on lab on data engineering.since 2021Open ↗Admin and costFreeTroubleshooting and Solving Data Join PitfallsA 15-minute intermediate hands-on lab on administration and cost.since 2021Open ↗Data engineeringFreeBuild a Data Warehouse with BigQuery: Challenge LabA 20-minute intermediate hands-on lab on data engineering.since 2021Open ↗Cloud infrastructureFreeDeploy, Scale, and Update Your Website on Google Kubernetes EngineA 25-minute beginner hands-on lab on cloud infrastructure.since 2021Open ↗Governance and securityFreeImplement Cloud Security Fundamentals on Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on governance and security.since 2021Open ↗SQL and analyticsFreePrepare Data for Looker Dashboards and Reports: Challenge LabA 40-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗Data engineeringFreeStreaming HL7 to FHIR Data with Dataflow and the Healthcare APIA 1-hour intermediate hands-on lab on data engineering.since 2021Open ↗Machine learningFreeUse Machine Learning APIs on Google Cloud: Challenge LabA 15-minute intermediate hands-on lab on machine learning and data science.since 2021Open ↗App developmentFreeAPI Gateway: Qwik StartA 35-minute beginner hands-on lab on app development.since 2021Open ↗Data engineeringFreeCreating a Streaming Data Pipeline With Apache KafkaA 45-minute beginner hands-on lab on data engineering.since 2021Open ↗Data engineeringFreeLoading Your Own Data into BigQueryA 25-minute beginner hands-on lab on data engineering.since 2021Open ↗SQL and analyticsFreeLooker Functions and OperatorsA 30-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗SQL and analyticsFreeMerging Results from Different Explores in LookerA 15-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗App developmentFreeDebug Apps on Google Kubernetes EngineA 20-minute intermediate hands-on lab on app development.since 2021Open ↗Machine learningFreeBuilding Demand Forecasting with BigQuery MLA 35-minute beginner hands-on lab on machine learning and data science.since 2021Open ↗Admin and costFreeExploring Cost-optimization for GKE Virtual MachinesA 40-minute intermediate hands-on lab on administration and cost.since 2021Open ↗SQL and analyticsFreeFiltering and Sorting Data in LookerA 25-minute beginner hands-on lab on SQL, analytics and BI.since 2021Open ↗Admin and costFreeGKE Workload OptimizationA 30-minute intermediate hands-on lab on administration and cost.since 2021Open ↗
Training
Building Scalable Java Microservices with Spring Boot and Spring CloudA 5-minute intermediate course on streaming.
Cisco: SD-WAN Cloud Hub with Google CloudA 1-hour intermediate hands-on lab.
Google Sheets - Advanced TopicsAn 8-hour beginner course.
Google Cloud Architecture: Design PrinciplesA 5-hour intermediate course on cloud infrastructure.
Associate Cloud Engineer CertificationA 57.7-hour learning path on cloud infrastructure that prepares for Associate Cloud Engineer.
Networking in Google Cloud: FundamentalsA 5-hour intermediate course on cloud infrastructure.
Architecting with Google Kubernetes Engine: FoundationsA 24-hour intermediate course on cloud infrastructure.
Professional Data Engineer CertificationA 77-hour learning path on data engineering that prepares for Professional Data Engineer.
Getting Started with Google Kubernetes EngineA 5.8-hour intermediate course on cloud infrastructure.
Build a Certification Study Guide: ACE Exam PrepA 1-hour intermediate exam prep course.
Google Cloud Fundamentals: Core InfrastructureA 5-hour beginner course on cloud infrastructure.
Google Workspace User and Resource ManagementA 4.5-hour beginner course on administration and cost.
Logging and Monitoring in Google CloudAn 8.5-hour beginner course on administration and cost.
Manage Security in Google CloudA 4.8-hour intermediate course on governance and security.
Build Data Lakes and Data Warehouses on Google CloudA 5-hour intermediate course on data engineering.
Deploying Redis Enterprise for GKE and Serverless App on GDCV on Bare MetalA 1.5-hour intermediate hands-on lab on databases.
Use Go Code to Work with Google Cloud Data SourcesA 25-minute beginner hands-on lab on app development.
Block.one: Getting Started with The EOSIO BlockchainA 10-minute beginner hands-on lab for getting started.
Migrate MySQL Data to Cloud SQL Using Database Migration Service: Challenge LabA 55-minute beginner hands-on lab on SQL, analytics and BI.
Provisioning an Apigee X Evaluation OrganizationA 1.1-hour beginner hands-on lab.
Securing Cloud Applications with Identity Aware Proxy (IAP) using Zero-TrustA 30-minute beginner hands-on lab on governance and security.
Configuring Network Connectivity Center as a Transit HubA 35-minute intermediate hands-on lab on cloud infrastructure.
Google AppSheet: Getting StartedA 10-minute beginner hands-on lab for getting started.
Stream Processing with Cloud Pub/Sub and Dataflow: Qwik StartA 25-minute beginner hands-on lab on data engineering.
Caching and Datagroups with LookMLA 10-minute intermediate hands-on lab on administration and cost.
Creating Derived Tables Using LookMLA 15-minute beginner hands-on lab.
Creating Measures and Dimensions Using LookMLA 20-minute beginner hands-on lab.
Filtering Explores with LookMLA 15-minute beginner hands-on lab.
Looker Developer: Qwik StartA 15-minute beginner hands-on lab on SQL, analytics and BI.
Fundamentals of Cloud LoggingA 20-minute beginner hands-on lab for getting started.
Using BigQuery and Cloud Logging to Analyze BigQuery UsageA 25-minute beginner hands-on lab on data engineering.
Eventarc for Cloud RunA 15-minute beginner hands-on lab on cloud infrastructure.
Creating Date-Partitioned Tables in BigQueryA 15-minute intermediate hands-on lab on data engineering.
Troubleshooting and Solving Data Join PitfallsA 15-minute intermediate hands-on lab on administration and cost.
Build a Data Warehouse with BigQuery: Challenge LabA 20-minute intermediate hands-on lab on data engineering.
Deploy, Scale, and Update Your Website on Google Kubernetes EngineA 25-minute beginner hands-on lab on cloud infrastructure.
Implement Cloud Security Fundamentals on Google Cloud: Challenge LabA 25-minute intermediate hands-on lab on governance and security.
Prepare Data for Looker Dashboards and Reports: Challenge LabA 40-minute beginner hands-on lab on SQL, analytics and BI.
Streaming HL7 to FHIR Data with Dataflow and the Healthcare APIA 1-hour intermediate hands-on lab on data engineering.
Use Machine Learning APIs on Google Cloud: Challenge LabA 15-minute intermediate hands-on lab on machine learning and data science.
API Gateway: Qwik StartA 35-minute beginner hands-on lab on app development.
Creating a Streaming Data Pipeline With Apache KafkaA 45-minute beginner hands-on lab on data engineering.
Loading Your Own Data into BigQueryA 25-minute beginner hands-on lab on data engineering.
Looker Functions and OperatorsA 30-minute beginner hands-on lab on SQL, analytics and BI.
Merging Results from Different Explores in LookerA 15-minute beginner hands-on lab on SQL, analytics and BI.
Debug Apps on Google Kubernetes EngineA 20-minute intermediate hands-on lab on app development.
Building Demand Forecasting with BigQuery MLA 35-minute beginner hands-on lab on machine learning and data science.
Exploring Cost-optimization for GKE Virtual MachinesA 40-minute intermediate hands-on lab on administration and cost.
Filtering and Sorting Data in LookerA 25-minute beginner hands-on lab on SQL, analytics and BI.
GKE Workload OptimizationA 30-minute intermediate hands-on lab on administration and cost.

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.