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
Admin and costFreeConfigure an Application Load Balancer with Cloud ArmorA 1.5-hour intermediate hands-on lab on administration and cost.Open ↗Admin and costFreeConfigure and Analyze VPC Flow LogsA 1-hour hands-on lab on administration and cost.Open ↗Admin and costFreeConfigure and Maintain CCaaS as an AdminAn 8.5-hour intermediate course on administration and cost.Open ↗Data engineeringFreeConfigure Batch Transfers and Anywhere Cache in Cloud StorageA 10-minute beginner hands-on lab on data engineering.Open ↗Admin and costFreeConfigure Cloud Armor for GKEA 50-minute intermediate hands-on lab on administration and cost.Open ↗Governance and securityFreeConfigure Cloud Armor for Network SecurityA 3.8-hour intermediate course on governance and security.Open ↗Governance and securityFreeConfigure Cloud Armor Hierarchical Security PoliciesA 1-hour intermediate hands-on lab on governance and security.Open ↗StreamingFreeConfigure Event-Driven Transfers with Storage Transfer ServiceA 15-minute beginner hands-on lab on streaming.Open ↗GenAI and LLMsFreeConfigure Gemini Code Assist for OrganizationsA 1.5-hour beginner course on generative AI and LLMs.Open ↗Admin and costFreeConfigure Global Extended Application LB using HTTPSA 1-hour intermediate hands-on lab on administration and cost.Open ↗Admin and costFreeConfigure Native Bucket IP Filtering in Cloud StorageA 10-minute intermediate hands-on lab on administration and cost.Open ↗Governance and securityFreeConfigure Service Accounts and IAM Roles for Google Cloud: Challenge LabA 15-minute beginner hands-on lab on governance and security.Open ↗GenAI and LLMsFreeConfigure Vector Search in Cloud SQL for PostgreSQLA 15-minute beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeConfigure Vector Search in SpannerA 15-minute beginner hands-on lab on generative AI and LLMs.Open ↗Admin and costFreeConfigure VPC Routes and AddressesA 2-hour intermediate course on administration and cost.Open ↗Governance and securityFreeConfiguring Cloud NGFW FirewallsA 1-hour beginner hands-on lab on governance and security.Open ↗Data engineeringFreeConfiguring MongoDB Atlas with BigQuery Dataflow TemplatesA 1.5-hour intermediate hands-on lab on data engineering.Open ↗AI agentsFreeConnect Apps Script Securely to Agent PlatformA 45-minute beginner hands-on lab on AI agents.Open ↗Cloud infrastructureFreeConnecting Cloud Networks with NCC: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.Open ↗Governance and securityFreeContent Delivery and Edge Security with Cloud CDNA 2.3-hour intermediate course on governance and security.Open ↗OtherFreeContinuous Delivery with Google Cloud DeployA 1.5-hour beginner hands-on lab.Open ↗GenAI and LLMsFreeContract Review and Playbook Creation with GeminiA 15-minute beginner course on generative AI and LLMs.Open ↗AI agentsFreeConversational Agents: Contextual IntentsA 1.2-hour intermediate hands-on lab on AI agents.Open ↗AI agentsFreeConversational Agents: Parameter ManipulationA 1.2-hour beginner hands-on lab on AI agents.Open ↗GenAI and LLMsFreeConversational AI and its Engagement FrameworkA 1.3-hour beginner course on generative AI and LLMs.Open ↗SQL and analyticsFreeConversational InsightsA 1.8-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeConversational InsightsA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗AI agentsFreeCoordinate Multiple AgentsA 1-hour advanced course on AI agents.Open ↗Governance and securityFreeCreate a Custom Network and Apply Firewall RulesA 10-minute beginner hands-on lab on governance and security.Open ↗GenAI and LLMsFreeCreate a RAG Application with BigQueryA 20-minute intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeCreate a Shopping Agent with Google AI StudioA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeCreate a Study Guide for the PCDOE Certification Exam with Gemini Notebook EnterpriseA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsFreeCreate and execute a SQL workflow in DataformA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗DatabasesFreeCreate and Manage AlloyDB Instances: Challenge LabA 30-minute beginner hands-on lab on databases.Open ↗Cloud infrastructureFreeCreate Compute Engine HTTP Health Checks Using gcloud computeA 15-minute beginner hands-on lab on cloud infrastructure.Open ↗AI agentsFreeCreate Conversational Agents with Cortex Framework for SAP DataA 1.5-hour intermediate hands-on lab on AI agents.Open ↗AI agentsFreeCreate Conversational Agents with Stateful FlowsA 2-hour intermediate course on AI agents.Open ↗GenAI and LLMsFreeCreate Hybrid Search with Vector SearchA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureFreeCreate Machine Images Using gcloud computeA 15-minute beginner hands-on lab on cloud infrastructure.Open ↗SQL and analyticsFreeCreate Views of Query Results Using bq CLIA 15-minute beginner hands-on lab on SQL, analytics and BI.Open ↗DatabasesFreeCreating and Populating a Bigtable InstanceA 35-minute beginner hands-on lab on databases.Open ↗DatabasesFreeCreating Spanner Instances and Databases (CLI and Terraform)A 1-hour beginner hands-on lab on databases.Open ↗DatabasesFreeCreating Spanner Instances and Databases (Console)A 1-hour beginner hands-on lab on databases.Open ↗SQL and analyticsFreeCreating Tile-based Dashboard Alerts in LookerA 15-minute beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeCritical Thinking in AI-Driven WorkflowsA 45-minute beginner course on generative AI and LLMs.Open ↗Cloud infrastructureFreeCross Cloud NetworkA 48.8-hour learning path on cloud infrastructure.Open ↗AI agentsFreeCustomer Experience Agent Studio: Design and Test SolutionsAn 8-hour advanced course on AI agents.Open ↗GenAI and LLMsFreeData Analysis with AI for NonprofitsA 1.3-hour beginner course on generative AI and LLMs.Open ↗App developmentFreeData Analysis with the FraudFinder WorkshopA 1.5-hour beginner hands-on lab on app development.Open ↗Machine learningFreeData Scientist Learning PathA 79.6-hour learning path on machine learning and data science.Open ↗
Training
Configure an Application Load Balancer with Cloud ArmorA 1.5-hour intermediate hands-on lab on administration and cost.
Configure and Analyze VPC Flow LogsA 1-hour hands-on lab on administration and cost.
Configure and Maintain CCaaS as an AdminAn 8.5-hour intermediate course on administration and cost.
Configure Batch Transfers and Anywhere Cache in Cloud StorageA 10-minute beginner hands-on lab on data engineering.
Configure Cloud Armor for GKEA 50-minute intermediate hands-on lab on administration and cost.
Configure Cloud Armor for Network SecurityA 3.8-hour intermediate course on governance and security.
Configure Cloud Armor Hierarchical Security PoliciesA 1-hour intermediate hands-on lab on governance and security.
Configure Event-Driven Transfers with Storage Transfer ServiceA 15-minute beginner hands-on lab on streaming.
Configure Gemini Code Assist for OrganizationsA 1.5-hour beginner course on generative AI and LLMs.
Configure Global Extended Application LB using HTTPSA 1-hour intermediate hands-on lab on administration and cost.
Configure Native Bucket IP Filtering in Cloud StorageA 10-minute intermediate hands-on lab on administration and cost.
Configure Service Accounts and IAM Roles for Google Cloud: Challenge LabA 15-minute beginner hands-on lab on governance and security.
Configure Vector Search in Cloud SQL for PostgreSQLA 15-minute beginner hands-on lab on generative AI and LLMs.
Configure Vector Search in SpannerA 15-minute beginner hands-on lab on generative AI and LLMs.
Configure VPC Routes and AddressesA 2-hour intermediate course on administration and cost.
Configuring Cloud NGFW FirewallsA 1-hour beginner hands-on lab on governance and security.
Configuring MongoDB Atlas with BigQuery Dataflow TemplatesA 1.5-hour intermediate hands-on lab on data engineering.
Connect Apps Script Securely to Agent PlatformA 45-minute beginner hands-on lab on AI agents.
Connecting Cloud Networks with NCC: Challenge LabA 25-minute intermediate hands-on lab on cloud infrastructure.
Content Delivery and Edge Security with Cloud CDNA 2.3-hour intermediate course on governance and security.
Continuous Delivery with Google Cloud DeployA 1.5-hour beginner hands-on lab.
Contract Review and Playbook Creation with GeminiA 15-minute beginner course on generative AI and LLMs.
Conversational Agents: Contextual IntentsA 1.2-hour intermediate hands-on lab on AI agents.
Conversational Agents: Parameter ManipulationA 1.2-hour beginner hands-on lab on AI agents.
Conversational AI and its Engagement FrameworkA 1.3-hour beginner course on generative AI and LLMs.
Conversational InsightsA 1.8-hour intermediate course on SQL, analytics and BI.
Conversational InsightsA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.
Coordinate Multiple AgentsA 1-hour advanced course on AI agents.
Create a Custom Network and Apply Firewall RulesA 10-minute beginner hands-on lab on governance and security.
Create a RAG Application with BigQueryA 20-minute intermediate hands-on lab on generative AI and LLMs.
Create a Shopping Agent with Google AI StudioA 1-hour beginner hands-on lab on generative AI and LLMs.
Create a Study Guide for the PCDOE Certification Exam with Gemini Notebook EnterpriseA 1-hour beginner hands-on lab on generative AI and LLMs.
Create and execute a SQL workflow in DataformA 1-hour beginner hands-on lab on SQL, analytics and BI.
Create and Manage AlloyDB Instances: Challenge LabA 30-minute beginner hands-on lab on databases.
Create Compute Engine HTTP Health Checks Using gcloud computeA 15-minute beginner hands-on lab on cloud infrastructure.
Create Conversational Agents with Cortex Framework for SAP DataA 1.5-hour intermediate hands-on lab on AI agents.
Create Conversational Agents with Stateful FlowsA 2-hour intermediate course on AI agents.
Create Hybrid Search with Vector SearchA 1-hour beginner hands-on lab on generative AI and LLMs.
Create Machine Images Using gcloud computeA 15-minute beginner hands-on lab on cloud infrastructure.
Create Views of Query Results Using bq CLIA 15-minute beginner hands-on lab on SQL, analytics and BI.
Creating and Populating a Bigtable InstanceA 35-minute beginner hands-on lab on databases.
Creating Spanner Instances and Databases (CLI and Terraform)A 1-hour beginner hands-on lab on databases.
Creating Spanner Instances and Databases (Console)A 1-hour beginner hands-on lab on databases.
Creating Tile-based Dashboard Alerts in LookerA 15-minute beginner hands-on lab on SQL, analytics and BI.
Critical Thinking in AI-Driven WorkflowsA 45-minute beginner course on generative AI and LLMs.
Cross Cloud NetworkA 48.8-hour learning path on cloud infrastructure.
Customer Experience Agent Studio: Design and Test SolutionsAn 8-hour advanced course on AI agents.
Data Analysis with AI for NonprofitsA 1.3-hour beginner course on generative AI and LLMs.
Data Analysis with the FraudFinder WorkshopA 1.5-hour beginner hands-on lab on app development.
Data Scientist Learning PathA 79.6-hour learning path on machine learning and data science.

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.