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
Admin and costFreeSet Up an App Dev Environment on Google CloudA 1.3-hour beginner badge course on administration and cost.since 2023Open ↗Admin and costFreeUnderstand Your Google Cloud CostsA 1.5-hour beginner course on administration and cost.since 2023Open ↗Machine learningFreeUse Machine Learning APIs on Google CloudA 30-minute intermediate badge course on machine learning and data science.since 2023Open ↗Admin and costFreeWorkspace: Add-onsA 2.5-hour beginner course on administration and cost.since 2023Open ↗GenAI and LLMsFreeAnalyze Speech and Language with Google APIsA 15-minute beginner badge course on generative AI and LLMs.since 2023Open ↗OtherFreeAppSheet to Google Chat using Webhooks from Automation BotsA 1.5-hour beginner hands-on lab.since 2023Open ↗Data engineeringFreeAutomating your BigQuery Data Pipeline with Cloud DataprepA 1.5-hour intermediate hands-on lab on data engineering.since 2023Open ↗GenAI and LLMsFreeBaseline: Data, ML, AIA 1.5-hour beginner course on generative AI and LLMs.since 2023Open ↗OtherFreeBaseline: Deploy & DevelopA 3.8-hour beginner course.since 2023Open ↗Machine learningFreeBigQuery for Machine LearningA 4-hour beginner course on machine learning and data science.since 2023Open ↗Data engineeringFreeBuild a Data Warehouse with BigQueryA 1.3-hour intermediate badge course on data engineering.since 2023Open ↗OtherFreeBuild a Website on Google CloudA 30-minute beginner badge course.since 2023Open ↗StreamingFreeBuild Event-Driven Applications with EventarcA 15-minute beginner badge course on streaming.since 2023Open ↗SQL and analyticsFreeCloud SQLA 6.3-hour beginner course on SQL, analytics and BI.since 2023Open ↗Data engineeringFreeCreate a Secure Data Lake on Cloud Storage: Challenge LabA 20-minute beginner hands-on lab on data engineering.since 2023Open ↗Data engineeringFreeCreate a Streaming Data Lake on Cloud StorageA 1.5-hour beginner badge course on data engineering.since 2023Open ↗App developmentFreeDeploy and Manage Applications on Google App EngineA 30-minute beginner badge course on app development.since 2023Open ↗App developmentFreeDevelop Serverless Applications on Cloud RunA 1.3-hour intermediate badge course on app development.since 2023Open ↗OtherFreeImplement Sensitive Data Protection on Google CloudA 30-minute beginner badge course.since 2023Open ↗Admin and costFreeMonitoring in Google CloudA 1-hour beginner badge course on administration and cost.since 2023Open ↗Machine learningFreePrepare Data for ML APIs on Google CloudA 45-minute beginner badge course on machine learning and data science.since 2023Open ↗SQL and analyticsFreePreparing and Aggregating Data for Visualizations using Cloud DataprepA 1.3-hour beginner hands-on lab on SQL, analytics and BI.since 2023Open ↗OtherFreeStore, Process, and Manage Data on Google Cloud - Command LineA 1-hour beginner badge course.since 2023Open ↗Data engineeringFreeStreaming Analytics into BigQueryA 1-hour beginner badge course on data engineering.since 2023Open ↗Data engineeringFreeBuild Batch Data Pipelines on Google CloudA 9.3-hour intermediate course on data engineering.since 2023Open ↗Data engineeringFreeIntegrate BigQuery Data and Google Workspace using Apps Script: Challenge LabA 20-minute beginner hands-on lab on data engineering.since 2023Open ↗StreamingFreeBuild Event-Driven Applications with Eventarc: Challenge LabA 10-minute beginner hands-on lab on streaming.since 2023Open ↗App developmentFreeApp Building with AppSheet: Challenge LabA 15-minute beginner hands-on lab on app development.since 2023Open ↗Getting startedFreeCloud Scheduler: Qwik StartA 10-minute beginner hands-on lab for getting started.since 2023Open ↗Cloud infrastructureFreeCreate and Add Aspects to Knowledge Catalog AssetsA 25-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗Governance and securityFreeDeploy and Secure Serverless APIs with API Gateway: Challenge LabA 25-minute beginner hands-on lab on governance and security.since 2023Open ↗Cloud infrastructureFreeImplement Cloud Storage and Data Protection Solutions: Challenge LabA 15-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗GenAI and LLMsFreeImplement Speech and Language Solutions with Pre-trained APIs: Challenge LabA 15-minute beginner hands-on lab on generative AI and LLMs.since 2023Open ↗Cloud infrastructureFreeKnowledge Catalog: Qwik Start - Command LineA 15-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeKnowledge Catalog: Qwik Start - ConsoleA 15-minute beginner hands-on lab on cloud infrastructure.since 2023Open ↗Governance and securityFreeOrganize and Govern Data with Knowledge Catalog: Challenge LabA 25-minute beginner hands-on lab on governance and security.since 2023Open ↗App developmentFreePublish your AppSheet AppA 15-minute beginner hands-on lab on app development.since 2023Open ↗Data engineeringFreeStreaming Analytics into BigQuery: Challenge LabA 20-minute beginner hands-on lab on data engineering.since 2023Open ↗Data engineeringFreeOffloading Financial Mainframe Data into BigQuery and Elastic SearchA 1.5-hour beginner hands-on lab on data engineering.since 2023Open ↗App developmentFreeAnalyze Images with the Cloud Vision API: Challenge LabA 10-minute beginner hands-on lab on app development.since 2023Open ↗OtherFreeImplement Sensitive Data Protection on Google Cloud: Challenge LabA 15-minute beginner hands-on lab.since 2023Open ↗Data engineeringFreeSecure Lakehouse Data: Challenge LabA 10-minute beginner hands-on lab on data engineering.since 2023Open ↗Data engineeringFreeEnrich Metadata and Discovery of Lakehouse Data: Challenge LabA 45-minute beginner hands-on lab on data engineering.since 2023Open ↗Data engineeringFreeLakehouse: Qwik StartA 20-minute beginner hands-on lab on data engineering.since 2023Open ↗OtherFreeServing Multimedia Content with Google CloudA 16-hour beginner course.since 2023Open ↗Cloud infrastructureFreeCloud Architect Accelerated Path for AWS professionalsA 36.3-hour learning path on cloud infrastructure.since 2023Open ↗GenAI and LLMsFreeDesign Prompts in Agent PlatformA 30-minute beginner hands-on lab on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeTransformer Models and BERT ModelA 30-minute intermediate course on generative AI and LLMs.since 2023Open ↗OtherFreeAttention MechanismA 30-minute intermediate course.since 2023Open ↗Cloud infrastructureFreeCloud Architect Accelerated Path for Azure professionalsA 35.9-hour learning path on cloud infrastructure.since 2023Open ↗
Training
Set Up an App Dev Environment on Google CloudA 1.3-hour beginner badge course on administration and cost.
Understand Your Google Cloud CostsA 1.5-hour beginner course on administration and cost.
Use Machine Learning APIs on Google CloudA 30-minute intermediate badge course on machine learning and data science.
Workspace: Add-onsA 2.5-hour beginner course on administration and cost.
Analyze Speech and Language with Google APIsA 15-minute beginner badge course on generative AI and LLMs.
AppSheet to Google Chat using Webhooks from Automation BotsA 1.5-hour beginner hands-on lab.
Automating your BigQuery Data Pipeline with Cloud DataprepA 1.5-hour intermediate hands-on lab on data engineering.
Baseline: Data, ML, AIA 1.5-hour beginner course on generative AI and LLMs.
Baseline: Deploy & DevelopA 3.8-hour beginner course.
BigQuery for Machine LearningA 4-hour beginner course on machine learning and data science.
Build a Data Warehouse with BigQueryA 1.3-hour intermediate badge course on data engineering.
Build a Website on Google CloudA 30-minute beginner badge course.
Build Event-Driven Applications with EventarcA 15-minute beginner badge course on streaming.
Cloud SQLA 6.3-hour beginner course on SQL, analytics and BI.
Create a Secure Data Lake on Cloud Storage: Challenge LabA 20-minute beginner hands-on lab on data engineering.
Create a Streaming Data Lake on Cloud StorageA 1.5-hour beginner badge course on data engineering.
Deploy and Manage Applications on Google App EngineA 30-minute beginner badge course on app development.
Develop Serverless Applications on Cloud RunA 1.3-hour intermediate badge course on app development.
Implement Sensitive Data Protection on Google CloudA 30-minute beginner badge course.
Monitoring in Google CloudA 1-hour beginner badge course on administration and cost.
Prepare Data for ML APIs on Google CloudA 45-minute beginner badge course on machine learning and data science.
Preparing and Aggregating Data for Visualizations using Cloud DataprepA 1.3-hour beginner hands-on lab on SQL, analytics and BI.
Store, Process, and Manage Data on Google Cloud - Command LineA 1-hour beginner badge course.
Streaming Analytics into BigQueryA 1-hour beginner badge course on data engineering.
Build Batch Data Pipelines on Google CloudA 9.3-hour intermediate course on data engineering.
Integrate BigQuery Data and Google Workspace using Apps Script: Challenge LabA 20-minute beginner hands-on lab on data engineering.
Build Event-Driven Applications with Eventarc: Challenge LabA 10-minute beginner hands-on lab on streaming.
App Building with AppSheet: Challenge LabA 15-minute beginner hands-on lab on app development.
Cloud Scheduler: Qwik StartA 10-minute beginner hands-on lab for getting started.
Create and Add Aspects to Knowledge Catalog AssetsA 25-minute beginner hands-on lab on cloud infrastructure.
Deploy and Secure Serverless APIs with API Gateway: Challenge LabA 25-minute beginner hands-on lab on governance and security.
Implement Cloud Storage and Data Protection Solutions: Challenge LabA 15-minute beginner hands-on lab on cloud infrastructure.
Implement Speech and Language Solutions with Pre-trained APIs: Challenge LabA 15-minute beginner hands-on lab on generative AI and LLMs.
Knowledge Catalog: Qwik Start - Command LineA 15-minute beginner hands-on lab on cloud infrastructure.
Knowledge Catalog: Qwik Start - ConsoleA 15-minute beginner hands-on lab on cloud infrastructure.
Organize and Govern Data with Knowledge Catalog: Challenge LabA 25-minute beginner hands-on lab on governance and security.
Publish your AppSheet AppA 15-minute beginner hands-on lab on app development.
Streaming Analytics into BigQuery: Challenge LabA 20-minute beginner hands-on lab on data engineering.
Offloading Financial Mainframe Data into BigQuery and Elastic SearchA 1.5-hour beginner hands-on lab on data engineering.
Analyze Images with the Cloud Vision API: Challenge LabA 10-minute beginner hands-on lab on app development.
Implement Sensitive Data Protection on Google Cloud: Challenge LabA 15-minute beginner hands-on lab.
Secure Lakehouse Data: Challenge LabA 10-minute beginner hands-on lab on data engineering.
Enrich Metadata and Discovery of Lakehouse Data: Challenge LabA 45-minute beginner hands-on lab on data engineering.
Lakehouse: Qwik StartA 20-minute beginner hands-on lab on data engineering.
Serving Multimedia Content with Google CloudA 16-hour beginner course.
Cloud Architect Accelerated Path for AWS professionalsA 36.3-hour learning path on cloud infrastructure.
Design Prompts in Agent PlatformA 30-minute beginner hands-on lab on generative AI and LLMs.
Transformer Models and BERT ModelA 30-minute intermediate course on generative AI and LLMs.
Attention MechanismA 30-minute intermediate course.
Cloud Architect Accelerated Path for Azure professionalsA 35.9-hour learning path on cloud infrastructure.

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.