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
OtherFreeUse Google Forms with Google SheetsA 20-minute intermediate hands-on lab.Open ↗AI agentsFreeUse Model Context Protocol (MCP) Tools with ADK AgentsA 1.5-hour advanced hands-on lab on AI agents.Open ↗SQL and analyticsFreeUsing Cloud SQL with Google Kubernetes Engine and Workload IdentityA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeUsing the Google Cloud Speech API: Challenge LabA 10-minute beginner hands-on lab on generative AI and LLMs.Open ↗OtherFreeUsing Vault on Google CloudA 5.3-hour beginner course.Open ↗SQL and analyticsFreeVisualizing and Sharing Insights using Google SheetsA 1.5-hour beginner hands-on lab on SQL, analytics and BI.Open ↗App developmentFreeWeb and Mobile Anti-fraud DefenseA 1.5-hour intermediate course on app development.Open ↗GenAI and LLMsFreeWelcome to the AI for Nonprofits Course SeriesA 10-minute beginner course on generative AI and LLMs.Open ↗AI agentsFreeWelcome: Build High-Performance Multi-Agent SystemsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWelcome: Deploy Production-Ready AgentsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWelcome: Develop Agents with Agent Development Kit (ADK)A 10-minute beginner course on AI agents.Open ↗AI agentsFreeWelcome: Govern and Secure Enterprise AgentsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWelcome: Introduction to Agents and Google’s Agent EcosystemA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWelcome: Scale Agents Across the EnterpriseA 10-minute beginner course on AI agents.Open ↗Cloud infrastructureFreeWorking with VPC Flow LogsA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗SQL and analyticsFreeWorkload Manager Validation for SQL ServerA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗AI agentsFreeWrap Up: Build High-Performance Multi-Agent SystemsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWrap Up: Deploy Production-Ready AgentsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWrap Up: Develop Agents with ADKA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWrap Up: Govern and Secure Enterprise AgentsA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWrap Up: Introduction to Agents and Google’s Agent EcosystemA 10-minute beginner course on AI agents.Open ↗AI agentsFreeWrap Up: Scale Agents Across the EnterpriseA 10-minute beginner course on AI agents.Open ↗
Training
Use Google Forms with Google SheetsA 20-minute intermediate hands-on lab.
Use Model Context Protocol (MCP) Tools with ADK AgentsA 1.5-hour advanced hands-on lab on AI agents.
Using Cloud SQL with Google Kubernetes Engine and Workload IdentityA 1-hour beginner hands-on lab on SQL, analytics and BI.
Using the Google Cloud Speech API: Challenge LabA 10-minute beginner hands-on lab on generative AI and LLMs.
Using Vault on Google CloudA 5.3-hour beginner course.
Visualizing and Sharing Insights using Google SheetsA 1.5-hour beginner hands-on lab on SQL, analytics and BI.
Web and Mobile Anti-fraud DefenseA 1.5-hour intermediate course on app development.
Welcome to the AI for Nonprofits Course SeriesA 10-minute beginner course on generative AI and LLMs.
Welcome: Build High-Performance Multi-Agent SystemsA 10-minute beginner course on AI agents.
Welcome: Deploy Production-Ready AgentsA 10-minute beginner course on AI agents.
Welcome: Develop Agents with Agent Development Kit (ADK)A 10-minute beginner course on AI agents.
Welcome: Govern and Secure Enterprise AgentsA 10-minute beginner course on AI agents.
Welcome: Introduction to Agents and Google’s Agent EcosystemA 10-minute beginner course on AI agents.
Welcome: Scale Agents Across the EnterpriseA 10-minute beginner course on AI agents.
Working with VPC Flow LogsA 1-hour beginner hands-on lab on cloud infrastructure.
Workload Manager Validation for SQL ServerA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.
Wrap Up: Build High-Performance Multi-Agent SystemsA 10-minute beginner course on AI agents.
Wrap Up: Deploy Production-Ready AgentsA 10-minute beginner course on AI agents.
Wrap Up: Develop Agents with ADKA 10-minute beginner course on AI agents.
Wrap Up: Govern and Secure Enterprise AgentsA 10-minute beginner course on AI agents.
Wrap Up: Introduction to Agents and Google’s Agent EcosystemA 10-minute beginner course on AI agents.
Wrap Up: Scale Agents Across the EnterpriseA 10-minute beginner course on AI agents.

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.