Google Cloud training

Google Skills · 1,372 trainings, 1,372 free · 196 retired kept

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

Training	Format	Length	Price	First seen
Improve Speech-to-Text AccuracyA 1-hour intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	1 h	Free	-
Infrastructure as Code with TerraformA 1-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h	Free	-
Ingest Data from Cloud Storage to BigQuery Using bq CLIA 15-minute beginner hands-on lab on data engineering.	Hands-on lab	15 min	Free	-
Inspect Rich Documents with Gemini Multimodality and Multimodal RAG: Challenge LabA 35-minute intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	35 min	Free	-
Integrate a LangChain Agent with a Flutter App Using Agent PlatformA 1.5-hour beginner hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Intelligent Automations with AI for NonprofitsA 1.3-hour beginner course on generative AI and LLMs.	Course	1 h 15 min	Free	-
Introduction to Application Design CenterA 2.8-hour beginner course on app development.	Course	2 h 45 min	Free	-
Introduction to Computer Use with GeminiA 1.5-hour beginner hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Introduction to Data Engineering AgentA 1.5-hour beginner hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Introduction to GKE NetworkingA 15-minute intermediate course on cloud infrastructure.	Course	15 min	Free	-
Introduction to Google Distributed Cloud SandboxA 1-hour beginner course for getting started.	Course	1 h	Free	-
Introduction to Google Security Operations (SIEM)A 5-hour beginner course on governance and security.	Course	5 h	Free	-
Introduction to Google Security Operations: Unified SecOpsA 1.8-hour beginner course on governance and security.	Course	1 h 45 min	Free	-
Introduction to Migration Center Servers AssessmentsA 1.2-hour intermediate hands-on lab on administration and cost.	Hands-on lab	1 h 10 min	Free	-
Introduction to reCAPTCHAA 3.8-hour beginner course for getting started.	Course	3 h 45 min	Free	-
Leverage the Autoscaler Tool for Cloud Spanner to Achieve Workload ElasticityA 1-hour beginner hands-on lab on databases.	Hands-on lab	1 h	Free	-
Looker Core AdministrationA 3.8-hour beginner course on SQL, analytics and BI.	Course	3 h 45 min	Free	-
Manage Data Models in Looker: Challenge LabA 30-minute intermediate hands-on lab on SQL, analytics and BI.	Hands-on lab	30 min	Free	-
Manage Functions and Reporting with CCaaSA 4-hour beginner course on SQL, analytics and BI.	Course	4 h	Free	-
Manage LLM Token Usage with ApigeeA 1-hour intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	1 h	Free	-
Manage Storage Configuration Using gcloud storageA 10-minute beginner hands-on lab on administration and cost.	Hands-on lab	10 min	Free	-
Managing Environments with Conversational AgentsA 1.5-hour intermediate hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Managing Relationships with Foreign Keys and Interleaved TablesA 1-hour beginner hands-on lab.	Hands-on lab	1 h	Free	-
Managing Threat Intelligence with Cortex XSOARA 1-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h	Free	-
Media CDN: Qwik StartA 15-minute beginner hands-on lab on cloud infrastructure.	Hands-on lab	15 min	Free	-
Migrate from Cloud SQL for SQL Server to AlloyDB for PostgreSQL using Database Migration ServiceA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.	Hands-on lab	1 h 30 min	Free	-
Migrate from Oracle to AlloyDB for PostgreSQL using Database Migration ServiceA 1.5-hour beginner hands-on lab on databases.	Hands-on lab	1 h 30 min	Free	-
Migrate VPC Firewall Rules to Global PoliciesA 1.3-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h 15 min	Free	-
Migrate your VPC Firewall Policies to Cloud NGFWA 2.8-hour intermediate course on governance and security.	Course	2 h 45 min	Free	-
Migrating Data to and from Spanner with DataflowA 1-hour beginner hands-on lab on data engineering.	Hands-on lab	1 h	Free	-
Migrating MySQL User Data When Running Database Migration Service JobsA 55-minute beginner hands-on lab on data engineering.	Hands-on lab	55 min	Free	-
Migrating On-premises MySQL Using a Continuous Database Migration Service JobA 50-minute beginner hands-on lab on databases.	Hands-on lab	50 min	Free	-
Migrating to AlloyDB from PostgreSQL Using PostgreSQL ToolsA 20-minute beginner hands-on lab on databases.	Hands-on lab	20 min	Free	-
Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration ServiceA 55-minute beginner hands-on lab on SQL, analytics and BI.	Hands-on lab	55 min	Free	-
Monitoring GKE with DatadogA 1-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h	Free	-
Network Considerations for DatabasesA 45-minute advanced hands-on lab on databases.	Hands-on lab	45 min	Free	-
Network ObservabilityA 25.8-hour learning path on administration and cost.	Learning path	25 h 46 min	Free	-
Network Observability on Google CloudA 45-minute intermediate course on administration and cost.	Course	45 min	Free	-
Networking in Google Cloud: Hands-On PracticeAn 8-hour beginner course on cloud infrastructure.	Course	8 h	Free	-
Optimize Creativity and Fundraising with AI for NonprofitsA 1.3-hour beginner course on generative AI and LLMs.	Course	1 h 15 min	Free	-
Optimize VPC Traffic with Flow AnalyzerA 2.5-hour beginner course on administration and cost.	Course	2 h 30 min	Free	-
Orchestrate ML Workflows with Agent PlatformA 6-hour intermediate course on AI agents.	Course	6 h	Free	-
Orchestrate Workflows with the Data Agent KitA 5.8-hour advanced course on AI agents.	Course	5 h 45 min	Free	-
Perform Data Science using Apache Spark in BigQuery StudioA 1.5-hour intermediate hands-on lab on machine learning and data science.	Hands-on lab	1 h 30 min	Free	-
Performing the Data Analysis using Google SheetsA 1.5-hour beginner hands-on lab.	Hands-on lab	1 h 30 min	Free	-
Planetary Scale Earth Observation with Google Earth EngineAn 8-hour beginner course.	Course	8 h	Free	-
Pod Deployment in GKE InfrastructureA 30-minute hands-on lab on administration and cost.	Hands-on lab	30 min	Free	-
Privileged Access with IAM: Challenge LabA 20-minute advanced hands-on lab on governance and security.	Hands-on lab	20 min	Free	-
Professional Cloud Database Engineer Certification Renewal via Google SkillsA 19.2-hour learning path on databases that prepares for Professional Cloud.	Learning path	19 h 12 min	Free	-
Professional Cloud Developer Certification Renewal via Google SkillsA 38.3-hour learning path on app development that prepares for Professional Cloud Developer.	Learning path	38 h 17 min	Free	-

Added and retired by year

Year	Added	Retired
2026	+172	99
2025	+223	37
2024	+151	28
2023	+204	26
2022	+114	4
2021	+97	2
2020	+36	0
2019 or before	+150	0
No earlier recordfirst read by Training, Sep 2026	421

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 engineeringFree

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.Prepares for Professional Data EngineerSelf-paced · 1 h · AdvancedCourse →Generative AIFree

Introduction 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 engineeringFree

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.Prepares for Professional Data EngineerSelf-paced · 3 h · IntermediateCourse →Machine learningPaid

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.Prepares for Professional Machine Learning EngineerSelf-paced · 8 h · BeginnerCourse →Data engineeringPaid

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.Prepares for Professional Data EngineerSelf-paced · 9 h 30 min · BeginnerCourse →AnalyticsPaid

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.Prepares for Professional Data EngineerSelf-paced · 3 h · IntermediateCourse →

Course	Format	Length	Price	Prepares for
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	Self-paced	1 h	Free	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	Self-paced	45 min	Free	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	Self-paced	3 h	Free	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	Self-paced	8 h	Subscription	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	Self-paced	9 h 30 min	Subscription	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	Self-paced	3 h	Subscription	Professional Data Engineer

Certifications these courses prepare for

Certification4 courses, 2 freeProfessional Data EngineerPrep courses →Certification2 courses, 1 freeProfessional Machine Learning EngineerPrep courses →

Certification	Prep courses	Courses	Free
Professional Data Engineer		4	2
Professional Machine Learning Engineer		2	1

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.