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
GenAI and LLMsFreeModel Armor: Securing AI DeploymentsA 2.5-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeDevelop AI-Powered Prototypes in Google AI StudioA 45-minute beginner badge course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Infrastructure: Introduction to AI HypercomputerA 1-hour intermediate course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeResponsible AI for Digital Leaders with Google CloudA 2-hour beginner course on generative AI and LLMs.since 2025Open ↗OtherFreeEnable Native Exchange Messaging and Clustering with AeronA 1-hour intermediate hands-on lab.since 2025Open ↗GenAI and LLMsFreeIntroduction to Gemini EnterpriseA 1.1-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeSanitize Prompts and Responses with Model ArmorA 1.5-hour advanced hands-on lab on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeConnecting Cloud Networks with NCCA 2.3-hour intermediate badge course on cloud infrastructure.since 2025Open ↗Getting startedFreeData Studio EssentialsA 4-hour beginner course for getting started.since 2025Open ↗Governance and securityFreeIntroduction to Cloud Next Generation FirewallA 30-minute intermediate course on governance and security.since 2025Open ↗SQL and analyticsFreeIntroduction to LookerA 2.5-hour beginner course on SQL, analytics and BI.since 2025Open ↗Governance and securityFreePlan Your Cloud Next Generation Firewall NeedsA 1-hour intermediate course on governance and security.since 2025Open ↗App developmentFreeDeveloping Containerized Applications on Google CloudA 5-hour beginner course on app development.since 2025Open ↗GenAI and LLMsFreeIntegrate Applications with Gemini on Google CloudA 1.8-hour beginner course on generative AI and LLMs.since 2025Open ↗Data engineeringFreeService Orchestration and Choreography on Google CloudA 4-hour beginner course on data engineering.since 2025Open ↗App developmentFreeBuilding No-Code AppSheet AppsA 4-hour beginner course on app development.since 2025Open ↗Governance and securityFreeCloud DNS: Traffic Steering using Geolocation PolicyA 15-minute beginner hands-on lab on governance and security.since 2025Open ↗GenAI and LLMsFreeIntro to Generating and Executing Python Code with GeminiA 15-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntroduction to Controlled Generation with the Gemini APIA 15-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntroduction to Long Context Window with Gemini on Agent PlatformA 25-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeSynthetic Data Generation using Gemini APIsA 20-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗App developmentFreeDeveloping Applications with Cloud Run on Google Cloud: FundamentalsAn 8-hour beginner course on app development.since 2025Open ↗DatabasesFreeSelect a Google Cloud Database for Your ApplicationsA 6-hour beginner course on databases.since 2025Open ↗Governance and securityFreePrivileged Access with IAMA 30-minute intermediate badge course on governance and security.since 2025Open ↗DatabasesFreeMySQL to Cloud SpannerAn 8-hour beginner course on databases.since 2025Open ↗Admin and costFreeGoogle Workspace TroubleshootingA 3.8-hour beginner course on administration and cost.since 2025Open ↗OtherFreeGoogle Cloud Next 2025A 32-hour learning path.since 2025Open ↗App developmentFreeApp Building with AppSheetA 15-minute beginner badge course on app development.since 2025Open ↗App developmentFreeBuild Serverless Applications with Cloud Run FunctionsA 30-minute beginner badge course on app development.since 2025Open ↗Getting startedFreeGDC Air-Gapped Practitioner FundamentalsA 6.1-hour learning path for getting started.since 2025Open ↗Getting startedFreeGetting Started with Datadog on Google CloudA 3.8-hour beginner course for getting started.since 2025Open ↗Data engineeringFreeIntegrate BigQuery Data and Google Workspace using Apps ScriptA 30-minute beginner badge course on data engineering.since 2025Open ↗GenAI and LLMsFreeStreamline App Development with Gemini Code AssistA 2-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAccelerate Knowledge Exchange with Gemini EnterpriseA 5-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAI Boost Bites: Your Edge in the AI-Powered WorldA 7.2-hour learning path on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeCreate and Test a Document AI ProcessorA 20-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗StreamingFreeGetting Started with Apache Kafka and Confluent Platform on Google CloudA 2-hour intermediate course on streaming.since 2025Open ↗Governance and securityFreeProfessional Security Operations Engineer CertificationA 31.5-hour learning path on governance and security that prepares for Professional Security.since 2025Open ↗App developmentFreeRedacting Sensitive Data with the DLP APIA 1-hour beginner hands-on lab on app development.since 2025Open ↗DatabasesFreeUsing Memorystore for Redis Read Replicas to Improve Read PerformanceA 1-hour beginner hands-on lab on databases.since 2025Open ↗GenAI and LLMsFreeAnalyze and Reason on Multimodal Data with GeminiA 30-minute intermediate badge course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeIntro to Grounding with Gemini in Agent PlatformA 35-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeMultimodality with GeminiA 25-minute intermediate hands-on lab on generative AI and LLMs.since 2025Open ↗Data engineeringFreeUse Serverless for Apache Spark to Load BigQueryA 45-minute beginner hands-on lab on data engineering.since 2025Open ↗GenAI and LLMsFreeSheet Music Analysis with GeminiA 15-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeYouTube Video Analysis with GeminiA 20-minute beginner hands-on lab on generative AI and LLMs.since 2025Open ↗Getting startedFreegcloud CLI: A Beginner's GuideA 10-minute beginner hands-on lab for getting started.since 2025Open ↗OtherFreeCloud Retail Search QuizA 1-hour intermediate course.since 2025Open ↗GenAI and LLMsFreeGemini in GmailA 30-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeGemini in Google MeetA 30-minute beginner course on generative AI and LLMs.since 2025Open ↗
Training
Model Armor: Securing AI DeploymentsA 2.5-hour beginner course on generative AI and LLMs.
Develop AI-Powered Prototypes in Google AI StudioA 45-minute beginner badge course on generative AI and LLMs.
AI Infrastructure: Introduction to AI HypercomputerA 1-hour intermediate course on generative AI and LLMs.
Responsible AI for Digital Leaders with Google CloudA 2-hour beginner course on generative AI and LLMs.
Enable Native Exchange Messaging and Clustering with AeronA 1-hour intermediate hands-on lab.
Introduction to Gemini EnterpriseA 1.1-hour beginner hands-on lab on generative AI and LLMs.
Sanitize Prompts and Responses with Model ArmorA 1.5-hour advanced hands-on lab on generative AI and LLMs.
Connecting Cloud Networks with NCCA 2.3-hour intermediate badge course on cloud infrastructure.
Data Studio EssentialsA 4-hour beginner course for getting started.
Introduction to Cloud Next Generation FirewallA 30-minute intermediate course on governance and security.
Introduction to LookerA 2.5-hour beginner course on SQL, analytics and BI.
Plan Your Cloud Next Generation Firewall NeedsA 1-hour intermediate course on governance and security.
Developing Containerized Applications on Google CloudA 5-hour beginner course on app development.
Integrate Applications with Gemini on Google CloudA 1.8-hour beginner course on generative AI and LLMs.
Service Orchestration and Choreography on Google CloudA 4-hour beginner course on data engineering.
Building No-Code AppSheet AppsA 4-hour beginner course on app development.
Cloud DNS: Traffic Steering using Geolocation PolicyA 15-minute beginner hands-on lab on governance and security.
Intro to Generating and Executing Python Code with GeminiA 15-minute beginner hands-on lab on generative AI and LLMs.
Introduction to Controlled Generation with the Gemini APIA 15-minute beginner hands-on lab on generative AI and LLMs.
Introduction to Long Context Window with Gemini on Agent PlatformA 25-minute beginner hands-on lab on generative AI and LLMs.
Synthetic Data Generation using Gemini APIsA 20-minute beginner hands-on lab on generative AI and LLMs.
Developing Applications with Cloud Run on Google Cloud: FundamentalsAn 8-hour beginner course on app development.
Select a Google Cloud Database for Your ApplicationsA 6-hour beginner course on databases.
Privileged Access with IAMA 30-minute intermediate badge course on governance and security.
MySQL to Cloud SpannerAn 8-hour beginner course on databases.
Google Workspace TroubleshootingA 3.8-hour beginner course on administration and cost.
Google Cloud Next 2025A 32-hour learning path.
App Building with AppSheetA 15-minute beginner badge course on app development.
Build Serverless Applications with Cloud Run FunctionsA 30-minute beginner badge course on app development.
GDC Air-Gapped Practitioner FundamentalsA 6.1-hour learning path for getting started.
Getting Started with Datadog on Google CloudA 3.8-hour beginner course for getting started.
Integrate BigQuery Data and Google Workspace using Apps ScriptA 30-minute beginner badge course on data engineering.
Streamline App Development with Gemini Code AssistA 2-hour beginner course on generative AI and LLMs.
Accelerate Knowledge Exchange with Gemini EnterpriseA 5-hour beginner course on generative AI and LLMs.
AI Boost Bites: Your Edge in the AI-Powered WorldA 7.2-hour learning path on generative AI and LLMs.
Create and Test a Document AI ProcessorA 20-minute beginner hands-on lab on generative AI and LLMs.
Getting Started with Apache Kafka and Confluent Platform on Google CloudA 2-hour intermediate course on streaming.
Professional Security Operations Engineer CertificationA 31.5-hour learning path on governance and security that prepares for Professional Security.
Redacting Sensitive Data with the DLP APIA 1-hour beginner hands-on lab on app development.
Using Memorystore for Redis Read Replicas to Improve Read PerformanceA 1-hour beginner hands-on lab on databases.
Analyze and Reason on Multimodal Data with GeminiA 30-minute intermediate badge course on generative AI and LLMs.
Intro to Grounding with Gemini in Agent PlatformA 35-minute beginner hands-on lab on generative AI and LLMs.
Multimodality with GeminiA 25-minute intermediate hands-on lab on generative AI and LLMs.
Use Serverless for Apache Spark to Load BigQueryA 45-minute beginner hands-on lab on data engineering.
Sheet Music Analysis with GeminiA 15-minute beginner hands-on lab on generative AI and LLMs.
YouTube Video Analysis with GeminiA 20-minute beginner hands-on lab on generative AI and LLMs.
gcloud CLI: A Beginner's GuideA 10-minute beginner hands-on lab for getting started.
Cloud Retail Search QuizA 1-hour intermediate course.
Gemini in GmailA 30-minute beginner course on generative AI and LLMs.
Gemini in Google MeetA 30-minute beginner course on generative AI and LLMs.

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.