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
Governance and securityFreeGet Started with Security Command CenterA 20-minute beginner hands-on lab on governance and security.since 2023Open ↗GenAI and LLMsFreeAdvanced: Generative AI for DevelopersA 21.7-hour learning path on generative AI and LLMs.since 2023Open ↗Governance and securityFreeDetect and Investigate Threats with Security Command CenterA 15-minute intermediate hands-on lab on governance and security.since 2023Open ↗Governance and securityFreeIdentify Application Vulnerabilities with Security Command CenterA 1.3-hour beginner hands-on lab on governance and security.since 2023Open ↗Machine learningFreePerform Predictive Data Analysis in BigQueryA 30-minute intermediate badge course on machine learning and data science.since 2023Open ↗Data engineeringFreeImplement Cloud Collaboration and Productivity WorkflowsA 30-minute beginner badge course on data engineering.since 2023Open ↗SQL and analyticsFreeCreate and Manage Cloud SQL for PostgreSQL InstancesA 1.3-hour beginner badge course on SQL, analytics and BI.since 2023Open ↗Cloud infrastructureFreeGoogle Cloud EssentialsA 1.8-hour beginner course on cloud infrastructure.since 2023Open ↗OtherFreeWebsite on Google CloudA 2.3-hour beginner course.since 2023Open ↗App developmentFreeDeploy Kubernetes Applications on Google CloudA 1.8-hour intermediate badge course on app development.since 2023Open ↗Cloud infrastructureFreeGoogle Cloud Solutions I: Scaling Your InfrastructureA 45-minute advanced course on cloud infrastructure.since 2023Open ↗Admin and costFreeImplement DevOps Workflows in Google CloudA 45-minute intermediate badge course on administration and cost.since 2023Open ↗SQL and analyticsFreeMigrate MySQL Data to Cloud SQL Using Database Migration ServiceA 1.3-hour beginner badge course on SQL, analytics and BI.since 2023Open ↗Admin and costFreeMonitor and Log with Google Cloud ObservabilityA 1.3-hour beginner badge course on administration and cost.since 2023Open ↗Cloud infrastructureFreeCloud Architecture: Design, Implement, and ManageA 2.3-hour intermediate badge course on cloud infrastructure.since 2023Open ↗DatabasesFreeCreate and Manage Bigtable InstancesA 30-minute beginner badge course on databases.since 2023Open ↗Admin and costFreeGoogle Workspace EssentialsA 1.8-hour beginner course on administration and cost.since 2023Open ↗Governance and securityFreeSecuring your Network with Cloud ArmorA 2.8-hour beginner course on governance and security.since 2023Open ↗App developmentFreeUsing the Cloud SDK Command LineA 4-hour course on app development.since 2023Open ↗SQL and analyticsFreeApplying Advanced LookML Concepts in LookerA 1.5-hour intermediate course on SQL, analytics and BI.since 2023Open ↗Governance and securityFreeBuild a Secure Google Cloud NetworkA 1.3-hour intermediate badge course on governance and security.since 2023Open ↗DatabasesFreeCreate and Manage AlloyDB InstancesA 45-minute beginner badge course on databases.since 2023Open ↗Governance and securityFreeDevelop and Secure APIs with Apigee XA 45-minute intermediate badge course on governance and security.since 2023Open ↗Admin and costFreeDevOps EssentialsA 2-hour beginner course on administration and cost.since 2023Open ↗Admin and costFreeOptimize Costs for Google Kubernetes EngineA 45-minute intermediate badge course on administration and cost.since 2023Open ↗Admin and costFreeAutomate Deployment and Manage Traffic on a Google Cloud NetworkA 4.5-hour intermediate course on administration and cost.since 2023Open ↗Cloud infrastructureFreeBaseline: InfrastructureA 3-hour beginner course on cloud infrastructure.since 2023Open ↗Admin and costFreeBuild Infrastructure with Terraform on Google CloudA 1.8-hour intermediate badge course on administration and cost.since 2023Open ↗Cloud infrastructureFreeCloud EngineeringA 5-hour beginner course on cloud infrastructure.since 2023Open ↗OtherFreeDeploy and Manage Apigee XA 1-hour beginner badge course.since 2023Open ↗Data engineeringFreeDerive Insights from BigQuery DataA 45-minute beginner badge course on data engineering.since 2023Open ↗App developmentFreeDevelop Serverless Apps with FirebaseA 1.3-hour intermediate badge course on app development.since 2023Open ↗Cloud infrastructureFreeDevelop Your Google Cloud NetworkA 1.3-hour intermediate badge course on cloud infrastructure.since 2023Open ↗Machine learningFreeEngineer Data for Predictive Modeling with BigQuery MLA 30-minute intermediate badge course on machine learning and data science.since 2023Open ↗Getting startedFreeGetting Started with Apache BeamA 6.3-hour beginner course for getting started.since 2023Open ↗App developmentFreeGetting Started with Go on Google CloudA 3.3-hour beginner course on app development.since 2023Open ↗App developmentFreeGoogle Developer EssentialsA 1.8-hour beginner course on app development.since 2023Open ↗Governance and securityFreeImplement Cloud Security Fundamentals on Google CloudA 1.8-hour intermediate badge course on governance and security.since 2023Open ↗Cloud infrastructureFreeImplementing Cloud Load Balancing for Compute EngineA 30-minute beginner badge course on cloud infrastructure.since 2023Open ↗Machine learningFreeIntro to ML: Image ProcessingA 3-hour beginner course on machine learning and data science.since 2023Open ↗Machine learningFreeIntro to ML: Language ProcessingA 2.5-hour beginner course on machine learning and data science.since 2023Open ↗Admin and costFreeManaging Cloud Infrastructure with TerraformA 3.8-hour intermediate course on administration and cost.since 2023Open ↗SQL and analyticsFreeMigrating MySQL data to Cloud SQL using Database Migration ServiceA 5.3-hour advanced course on SQL, analytics and BI.since 2023Open ↗Admin and costFreeMonitor Environments with Google Cloud Managed Service for PrometheusA 30-minute beginner badge course on administration and cost.since 2023Open ↗OtherFreeNCAA® March Madness®: Bracketology with Google CloudA 3-hour beginner course.since 2023Open ↗Admin and costFreeOptimize Your Google Cloud CostsA 2-hour intermediate course on administration and cost.since 2023Open ↗SQL and analyticsFreePrepare Data for Looker Dashboards and ReportsA 1.3-hour beginner badge course on SQL, analytics and BI.since 2023Open ↗Governance and securityFreeProtect Cloud Traffic with Chrome Enterprise Premium SecurityA 30-minute intermediate badge course on governance and security.since 2023Open ↗Governance and securityFreeSecurity & Identity FundamentalsAn 8.5-hour beginner course on governance and security.since 2023Open ↗Admin and costFreeSet Up a Google Cloud NetworkA 30-minute beginner badge course on administration and cost.since 2023Open ↗
Training
Get Started with Security Command CenterA 20-minute beginner hands-on lab on governance and security.
Advanced: Generative AI for DevelopersA 21.7-hour learning path on generative AI and LLMs.
Detect and Investigate Threats with Security Command CenterA 15-minute intermediate hands-on lab on governance and security.
Identify Application Vulnerabilities with Security Command CenterA 1.3-hour beginner hands-on lab on governance and security.
Perform Predictive Data Analysis in BigQueryA 30-minute intermediate badge course on machine learning and data science.
Implement Cloud Collaboration and Productivity WorkflowsA 30-minute beginner badge course on data engineering.
Create and Manage Cloud SQL for PostgreSQL InstancesA 1.3-hour beginner badge course on SQL, analytics and BI.
Google Cloud EssentialsA 1.8-hour beginner course on cloud infrastructure.
Website on Google CloudA 2.3-hour beginner course.
Deploy Kubernetes Applications on Google CloudA 1.8-hour intermediate badge course on app development.
Google Cloud Solutions I: Scaling Your InfrastructureA 45-minute advanced course on cloud infrastructure.
Implement DevOps Workflows in Google CloudA 45-minute intermediate badge course on administration and cost.
Migrate MySQL Data to Cloud SQL Using Database Migration ServiceA 1.3-hour beginner badge course on SQL, analytics and BI.
Monitor and Log with Google Cloud ObservabilityA 1.3-hour beginner badge course on administration and cost.
Cloud Architecture: Design, Implement, and ManageA 2.3-hour intermediate badge course on cloud infrastructure.
Create and Manage Bigtable InstancesA 30-minute beginner badge course on databases.
Google Workspace EssentialsA 1.8-hour beginner course on administration and cost.
Securing your Network with Cloud ArmorA 2.8-hour beginner course on governance and security.
Using the Cloud SDK Command LineA 4-hour course on app development.
Applying Advanced LookML Concepts in LookerA 1.5-hour intermediate course on SQL, analytics and BI.
Build a Secure Google Cloud NetworkA 1.3-hour intermediate badge course on governance and security.
Create and Manage AlloyDB InstancesA 45-minute beginner badge course on databases.
Develop and Secure APIs with Apigee XA 45-minute intermediate badge course on governance and security.
DevOps EssentialsA 2-hour beginner course on administration and cost.
Optimize Costs for Google Kubernetes EngineA 45-minute intermediate badge course on administration and cost.
Automate Deployment and Manage Traffic on a Google Cloud NetworkA 4.5-hour intermediate course on administration and cost.
Baseline: InfrastructureA 3-hour beginner course on cloud infrastructure.
Build Infrastructure with Terraform on Google CloudA 1.8-hour intermediate badge course on administration and cost.
Cloud EngineeringA 5-hour beginner course on cloud infrastructure.
Deploy and Manage Apigee XA 1-hour beginner badge course.
Derive Insights from BigQuery DataA 45-minute beginner badge course on data engineering.
Develop Serverless Apps with FirebaseA 1.3-hour intermediate badge course on app development.
Develop Your Google Cloud NetworkA 1.3-hour intermediate badge course on cloud infrastructure.
Engineer Data for Predictive Modeling with BigQuery MLA 30-minute intermediate badge course on machine learning and data science.
Getting Started with Apache BeamA 6.3-hour beginner course for getting started.
Getting Started with Go on Google CloudA 3.3-hour beginner course on app development.
Google Developer EssentialsA 1.8-hour beginner course on app development.
Implement Cloud Security Fundamentals on Google CloudA 1.8-hour intermediate badge course on governance and security.
Implementing Cloud Load Balancing for Compute EngineA 30-minute beginner badge course on cloud infrastructure.
Intro to ML: Image ProcessingA 3-hour beginner course on machine learning and data science.
Intro to ML: Language ProcessingA 2.5-hour beginner course on machine learning and data science.
Managing Cloud Infrastructure with TerraformA 3.8-hour intermediate course on administration and cost.
Migrating MySQL data to Cloud SQL using Database Migration ServiceA 5.3-hour advanced course on SQL, analytics and BI.
Monitor Environments with Google Cloud Managed Service for PrometheusA 30-minute beginner badge course on administration and cost.
NCAA® March Madness®: Bracketology with Google CloudA 3-hour beginner course.
Optimize Your Google Cloud CostsA 2-hour intermediate course on administration and cost.
Prepare Data for Looker Dashboards and ReportsA 1.3-hour beginner badge course on SQL, analytics and BI.
Protect Cloud Traffic with Chrome Enterprise Premium SecurityA 30-minute intermediate badge course on governance and security.
Security & Identity FundamentalsAn 8.5-hour beginner course on governance and security.
Set Up a Google Cloud NetworkA 30-minute beginner badge course 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.