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
Securely Load Balance Internet Traffic to Private VMsA 15-minute beginner hands-on lab on governance and security.	Hands-on lab	15 min	Free	-
Securing Container BuildsA 10-minute intermediate hands-on lab on governance and security.	Hands-on lab	10 min	Free	-
Securing Google Cloud Compute with Prisma CloudA 1-hour advanced hands-on lab on governance and security.	Hands-on lab	1 h	Free	-
Security Best Practices in Google Cloud: ApplicationsA 2-hour intermediate course on governance and security.	Course	2 h	Free	-
Security Best Practices in Google Cloud: ComputeA 2-hour intermediate course on governance and security.	Course	2 h	Free	-
Security Best Practices in Google Cloud: ContainersA 2-hour intermediate course on governance and security.	Course	2 h	Free	-
Security Best Practices in Google Cloud: DataA 2-hour intermediate course on governance and security.	Course	2 h	Free	-
Security Best Practices in Google Cloud: ModelsA 2-hour intermediate course on governance and security.	Course	2 h	Free	-
Security Command Center FundamentalsA 1.8-hour beginner course on governance and security.	Course	1 h 45 min	Free	-
Security Command Center: Identify and Prioritize RisksA 1.5-hour intermediate course on governance and security.	Course	1 h 30 min	Free	-
Sending and Scheduling Dashboards in LookerA 10-minute beginner hands-on lab on SQL, analytics and BI.	Hands-on lab	10 min	Free	-
Sending and Scheduling Looks in LookerA 10-minute beginner hands-on lab on SQL, analytics and BI.	Hands-on lab	10 min	Free	-
Serverless Data Processing with Dataflow - Advanced Streaming Analytics Pipeline with Dataflow (Java)A 1.5-hour advanced hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Free	-
Serverless Data Processing with Dataflow - Testing with Apache Beam (Java)A 1.5-hour advanced hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Free	-
Serverless Data Processing with Dataflow - Writing an ETL pipeline using Apache Beam and Dataflow (Java)A 1.5-hour intermediate hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Free	-
Serverless Data Processing with Dataflow - Writing an ETL Pipeline using Apache Beam and Dataflow (Python)A 1.5-hour intermediate hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Free	-
Serverless Database Responsibility and ResiliencyA 2.8-hour intermediate course on databases.	Course	2 h 45 min	Free	-
Set Up Application Load BalancersA 20-minute beginner hands-on lab on administration and cost.	Hands-on lab	20 min	Free	-
Set Up Multiple Network InterfacesA 1-hour intermediate course on administration and cost.	Course	1 h	Free	-
Setting up Generative Knowledge Assist in the Agent Assist consoleA 1.5-hour intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	1 h 30 min	Free	-
Simplify Your Architecture with Network Connectivity CenterA 1-hour intermediate course on cloud infrastructure.	Course	1 h	Free	-
Smart Canvas: Smart Chips, Templates and Collaboration in Google DocsA 30-minute intermediate hands-on lab on data engineering.	Hands-on lab	30 min	Free	-
Source Code Management with GitLabA 45-minute beginner hands-on lab.	Hands-on lab	45 min	Free	-
Spanner Advanced: Optimization and Multi-ModelA 1.5-hour advanced course on databases.	Course	1 h 30 min	Free	-
Stream data with pipelines - Esports Use caseA 55-minute beginner hands-on lab on data engineering.	Hands-on lab	55 min	Free	-
Stream E-sports Data with Pub/Sub and BigQueryA 35-minute beginner hands-on lab on data engineering.	Hands-on lab	35 min	Free	-
Streaming Data to BigtableA 25-minute beginner hands-on lab on streaming.	Hands-on lab	25 min	Free	-
Streamline Data Science Workflows with the Colab Enterprise AgentA 45-minute intermediate hands-on lab on AI agents.	Hands-on lab	45 min	Free	-
Streamlining Wildlife Image Classification in BigQuery with an Imported ModelA 35-minute intermediate hands-on lab on machine learning and data science.	Hands-on lab	35 min	Free	-
Test Network Latency Between VMsA 15-minute beginner hands-on lab on cloud infrastructure.	Hands-on lab	15 min	Free	-
The Modern Data Platform and LookMLA 1.8-hour beginner course.	Course	1 h 45 min	Free	-
Transacting Digital Assets with Multi-Party Computation and Confidential SpaceA 20-minute advanced hands-on lab.	Hands-on lab	20 min	Free	-
Troubleshoot an eCommerce Site Using Antigravity CLIA 1-hour beginner hands-on lab on administration and cost.	Hands-on lab	1 h	Free	-
Troubleshoot Cloud DNS Outbound ResolutionA 30-minute intermediate hands-on lab on administration and cost.	Hands-on lab	30 min	Free	-
Troubleshoot Silent Drops using VPC Flow LogsA 45-minute hands-on lab on administration and cost.	Hands-on lab	45 min	Free	-
Troubleshoot WAF RulesA 1-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h	Free	-
Troubleshooting Data Models in LookerA 20-minute intermediate hands-on lab on SQL, analytics and BI.	Hands-on lab	20 min	Free	-
Uncover Credit Market Opportunities with GeminiA 15-minute beginner course on generative AI and LLMs.	Course	15 min	Free	-
Uptraining with Document AI WorkbenchA 35-minute intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	35 min	Free	-
Use Agent Skills with Multi-Agent Systems: Challenge LabA 1.5-hour advanced hands-on lab on AI agents.	Hands-on lab	1 h 30 min	Free	-
Use Agent Studio for HealthcareA 50-minute beginner hands-on lab on AI agents.	Hands-on lab	50 min	Free	-
Use Apache Beam and Bigtable to Enrich esports DLC DataA 1.5-hour beginner hands-on lab on databases.	Hands-on lab	1 h 30 min	Free	-
Use Charts in Google SheetsA 15-minute intermediate hands-on lab.	Hands-on lab	15 min	Free	-
Use Cloud Run Functions to Load BigQueryA 45-minute beginner hands-on lab on data engineering.	Hands-on lab	45 min	Free	-
Use Data Canvas to Visualize and Design QueriesA 40-minute beginner hands-on lab on SQL, analytics and BI.	Hands-on lab	40 min	Free	-
Use Functions, Formulas, and Charts in Google Sheets: Challenge LabA 15-minute intermediate hands-on lab.	Hands-on lab	15 min	Free	-
Use Gemini for Financial Portfolio ResilienceA 15-minute beginner course on generative AI and LLMs.	Course	15 min	Free	-
Use Gemini for Legal Data and DSAR ResponsesA 15-minute beginner course on generative AI and LLMs.	Course	15 min	Free	-
Use Gemini for Legal Regulatory Horizon ScanningA 15-minute beginner course on generative AI and LLMs.	Course	15 min	Free	-
Use Gemini to Redact Legal DocumentsA 15-minute beginner course on generative AI and LLMs.	Course	15 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.