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
Analyze Sentiment with Natural Language API: Challenge LabA 10-minute beginner hands-on lab on machine learning and data science.	Hands-on lab	10 min	Free	-
APIs Explorer: Compute EngineA 15-minute beginner hands-on lab on app development.	Hands-on lab	15 min	Free	-
Apply Differential Privacy Using Data Clean Rooms in BigQuery SharingA 1-hour beginner hands-on lab on data engineering.	Hands-on lab	1 h	Free	-
Architect Private Connection OptionsA 2-hour intermediate course.	Course	2 h	Free	-
Architecting an AI Inference StackA 1-hour intermediate course on generative AI and LLMs.	Course	1 h	Free	-
Artifact Registry: Qwik StartA 10-minute beginner hands-on lab for getting started.	Hands-on lab	10 min	Free	-
Assessing Data Quality with Knowledge CatalogA 35-minute beginner hands-on lab on governance and security.	Hands-on lab	35 min	Free	-
Associate Data Practitioner Certification Renewal via Google SkillsA 28.9-hour learning path that prepares for Associate Data Practitioner.	Learning path	28 h 51 min	Free	-
Associate Google Workspace Administrator Certification Renewal via Google SkillsAn 8.8-hour learning path on administration and cost.	Learning path	8 h 45 min	Free	-
Automate Data Capture at Scale with Document AI: Challenge LabA 20-minute intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	20 min	Free	-
Automate Work with Google Workspace StudioA 1.5-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h 30 min	Free	-
Automatically Deploy Python Web Apps from Version Control to Cloud RunA 1-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h	Free	-
Automating Response to Phishing with Cortex XSOARA 30-minute intermediate hands-on lab.	Hands-on lab	30 min	Free	-
BigQuery for Data ScientistsA 5.8-hour intermediate course on machine learning and data science.	Course	5 h 45 min	Free	-
bq for Google BigQueryA 10-minute beginner hands-on lab on data engineering.	Hands-on lab	10 min	Free	-
Build a Certification Study Guide: ADP Exam PrepA 1.8-hour beginner exam prep course.	Exam prep	1 h 45 min	Free	-
Build a Certification Study Guide: AGWA Exam PrepA 30-minute intermediate exam prep course.	Exam prep	30 min	Free	-
Build a Certification Study Guide: PCD Exam PrepA 1.5-hour intermediate exam prep course.	Exam prep	1 h 30 min	Free	-
Build a Certification Study Guide: PCDBE Exam PrepA 1-hour advanced exam prep course.	Exam prep	1 h	Free	-
Build a Certification Study Guide: PCDOE Exam PrepA 1.5-hour intermediate exam prep course.	Exam prep	1 h 30 min	Free	-
Build a Certification Study Guide: PSOE Exam PrepA 1-hour beginner exam prep course.	Exam prep	1 h	Free	-
Build a Coding Assistant with Antigravity CLI, MCP, and GoA 1.5-hour beginner hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Build a Data Mesh with Knowledge Catalog: Challenge LabA 45-minute beginner hands-on lab on data engineering.	Hands-on lab	45 min	Free	-
Build a Foundational AI Agent With Secure Database AccessA 1.5-hour advanced hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Build an AI Agent and Configure an MCP Server on Cloud RunA 1.5-hour beginner hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Build an LLM and RAG-based Chat Application with AlloyDB and Agent PlatformA 1.5-hour intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Build and Connect Secure Networks in Google CloudA 1-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h	Free	-
Build and Deploy Agents in ProductionA 45-minute beginner course on AI agents.	Course	45 min	Free	-
Build and Secure MCP Services on Cloud RunA 4.8-hour intermediate course on AI agents.	Course	4 h 45 min	Free	-
Build and Ship an Agent with Agents CLIA 1-hour intermediate hands-on lab on AI agents.	Hands-on lab	1 h	Free	-
Build Apps with Gemini Code AssistA 1.5-hour beginner hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Build Custom Apps with AI for NonprofitsA 1-hour beginner course on generative AI and LLMs.	Course	1 h	Free	-
Build Global and Regional Load Balancing SolutionsA 1.5-hour intermediate badge course on cloud infrastructure.	Badge course	1 h 30 min	Free	-
Build Global and Regional Load Balancing Solutions: Challenge LabA 1.3-hour intermediate hands-on lab on cloud infrastructure.	Hands-on lab	1 h 15 min	Free	-
Build Multi-Agent Systems with ADKA 1.5-hour advanced hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Build Smarter Workflows with AI for NonprofitsA 1.3-hour beginner course on generative AI and LLMs.	Course	1 h 15 min	Free	-
Build Streaming Data Pipelines from Pub/Sub to BigQuery Using gcloud dataflowA 15-minute beginner hands-on lab on data engineering.	Hands-on lab	15 min	Free	-
Building Applications with Eventarc on Google CloudAn 8-hour beginner course on app development.	Course	8 h	Free	-
Building Transformations and Preparing Data with Wrangler in Cloud Data FusionA 1.5-hour beginner hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Free	-
Call Agent Platform API using Apps ScriptA 1-hour beginner hands-on lab on AI agents.	Hands-on lab	1 h	Free	-
Call Gemini using the OpenAI LibraryA 1-hour intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	1 h	Free	-
Capture and Explore Data Updates with Data Lineage and OpenLineage in Knowledge CatalogA 1.5-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h 30 min	Free	-
Choosing Primary KeysA 30-minute beginner hands-on lab.	Hands-on lab	30 min	Free	-
Chronicle SOAR Fundamentals - LocalesAn 8-hour intermediate course for getting started.	Course	8 h	Free	-
Cloud NGFW: Migrate VPC Firewall Rules - No Network TagsA 1-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h	Free	-
Cloud NGFW: Migrate VPC Firewall Rules that use Network TagsA 1.5-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h 30 min	Free	-
Cloud SQL for PostgreSQL Database Observability and TuningA 40-minute beginner hands-on lab on SQL, analytics and BI.	Hands-on lab	40 min	Free	-
Compute, Network, and Storage Services Configuration in GDCA 1.8-hour intermediate course on administration and cost.	Course	1 h 45 min	Free	-
Configure a Cloud CDN Backend BucketA 1-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h	Free	-
Configure a Dynamic NICA 45-minute beginner hands-on lab on administration and cost.	Hands-on lab	45 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.