Data and AI platform training

10,271 trainings · 69 hand-checked

AWS training

AWS Skill Builder · 2,481 trainings, 1,592 free · 318 retired kept

AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog

Read Nov 2026
Machine learningSubscriptionAWS SimuLearn: Use Kiro to Build an Image Recognition SystemA 1-hour advanced hands-on lab on machine learning and data science.Open ↗OtherSubscriptionAWS SimuLearn: Using a Digital Shadow of a Connected VehicleA 1-hour intermediate hands-on lab.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: VPC Flow Logs Analysis DashboardsA 1-hour advanced hands-on lab on SQL, analytics and BI.Open ↗Cloud infrastructureFreeAWS Skill Builder Learner GuideA 15-minute beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Snowball Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Solution Architect Associate Power HourA 9-hour intermediate learning path on cloud infrastructure.Open ↗Governance and securitySubscriptionAWS Solutions Architect - Designing a Compliant, Secure, and Governed ArchitectureA 3.5-hour intermediate course on governance and security.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect - Designing a Containerized ArchitectureA 6.5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect - Designing a Data-Driven ArchitectureA 3-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect - Designing a Hybrid ArchitectureA 4-hour intermediate course on cloud infrastructure.Open ↗StreamingSubscriptionAWS Solutions Architect - Designing a Serverless Architecture with Event-Driven MicroservicesA 6-hour intermediate course on streaming.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect - Designing a Three-Tier Web ArchitectureA 4.5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Solutions Architect - Fundamentals of Architecting on AWSA 5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect - Summary and ResourcesA 1-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeAWS Solutions Architect Advanced - Designing a Multi-Account ArchitectureA 2-hour advanced course on administration and cost.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect Advanced - Designing Advanced Network ArchitecturesA 3.5-hour advanced course on cloud infrastructure.Open ↗GenAI and LLMsFreeAWS Solutions Architect Advanced - Designing Responsible AI ControlsA 1.3-hour advanced course on generative AI and LLMs.Open ↗Admin and costSubscriptionAWS Solutions Architect Advanced - Implementing Observability and Management ControlsA 3.5-hour advanced course on administration and cost.Open ↗GenAI and LLMsSubscriptionAWS Solutions Architect Advanced - Integrating AI/ML Services into ArchitectureA 2-hour advanced course on generative AI and LLMs.Open ↗Admin and costSubscriptionAWS Solutions Architect Advanced - Migration and ModernizationA 2.5-hour advanced course on administration and cost.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect Advanced - Operational ResilienceA 2-hour advanced course on cloud infrastructure.Open ↗Admin and costSubscriptionAWS Solutions Architect Advanced - Optimizing Hybrid ArchitecturesA 3-hour advanced course on administration and cost.Open ↗Governance and securitySubscriptionAWS Solutions Architect Advanced - Securing Networks and DataA 3.5-hour advanced course on governance and security.Open ↗Cloud infrastructureSubscriptionAWS Solutions Architect Advanced - Summary and ResourcesA 1-hour advanced course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Spotlight Day - AWS for VMware pathways, Use cases and customer expectations (Sales Track) - BusinessA 31-minute beginner video on cloud infrastructure.Open ↗OtherFreeAWS Spotlight Day - Partner sales plays, co-build your GTM offerings solutions & co-sell with AWS (Sales Track) - BusinessA 33-minute beginner video.Open ↗SQL and analyticsFreeAWS Step Functions Getting StartedA 1-hour beginner course on SQL, analytics and BI.Open ↗Cloud infrastructureFreeAWS Storage Gateway Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Storage Services - Portfolio IntroductionA 40-minute beginner course on cloud infrastructure.Open ↗Governance and securityFreeAWS Systems Manager Getting StartedA 1-hour beginner course on governance and security.Open ↗Cloud infrastructureFreeAWS Technical Essentials for AgriTech Business LeadersAn 8.8-hour beginner learning path on cloud infrastructure.Open ↗GenAI and LLMsFreeAWS Trainium Development Environment SetupA 1-hour beginner course on generative AI and LLMs.Open ↗Admin and costFreeAWS Transfer Family Getting StartedA 1-hour beginner course on administration and cost.Open ↗Data engineeringFreeAWS Transform for .NET - Beyond the BasicsA 1.5-hour intermediate course on data engineering.Open ↗Data engineeringFreeAWS Transform for VMware Beyond BasicsA 1.3-hour intermediate course on data engineering.Open ↗Data engineeringFreeAWS Transform for VMware Getting StartedA 1-hour beginner course on data engineering.Open ↗Data engineeringFreeAWS Transform Fundamentals - Knowledge Badge Readiness PathA 6.5-hour beginner learning path on data engineering.Open ↗Data engineeringFreeAWS Transform Fundamentals Knowledge Badge AssessmentA 1-hour beginner exam prep course on data engineering.Open ↗Data engineeringFreeAWS Transform MGN Getting StartedA 45-minute beginner course on data engineering.Open ↗Admin and costFreeAWS Transit Gateway - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAWS Transit Gateway Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Admin and costFreeAWS Unified Operations: Building Resilient Operations for Mission-Critical WorkloadsA 45-minute intermediate course on administration and cost.Open ↗Governance and securityFreeAWS WAF Getting StartedA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS X-Ray Getting StartedA 1-hour beginner course on governance and security.Open ↗DatabasesFreeBackup and restore for self-managed and AWS managed PostgreSQLA 1.5-hour intermediate course on databases.Open ↗GenAI and LLMsFreeBalancing speed and safety: A control framework for AI coding agentsA 45-minute advanced course on generative AI and LLMs.Open ↗Admin and costFreeBasic Observability for Amazon EKSA 1-hour intermediate course on administration and cost.Open ↗GenAI and LLMsFreeBatch Processing at Scale With Amazon BedrockA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsPaidBecome an AWS AI Business StrategistA 16-hour beginner live class on generative AI and LLMs.Open ↗Cloud infrastructureSubscriptionBenchmarking Amazon EBS VolumesA 1-hour advanced hands-on lab on cloud infrastructure.Open ↗
Training
AWS SimuLearn: Use Kiro to Build an Image Recognition SystemA 1-hour advanced hands-on lab on machine learning and data science.
AWS SimuLearn: Using a Digital Shadow of a Connected VehicleA 1-hour intermediate hands-on lab.
AWS SimuLearn: VPC Flow Logs Analysis DashboardsA 1-hour advanced hands-on lab on SQL, analytics and BI.
AWS Skill Builder Learner GuideA 15-minute beginner course on cloud infrastructure.
AWS Snowball Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Solution Architect Associate Power HourA 9-hour intermediate learning path on cloud infrastructure.
AWS Solutions Architect - Designing a Compliant, Secure, and Governed ArchitectureA 3.5-hour intermediate course on governance and security.
AWS Solutions Architect - Designing a Containerized ArchitectureA 6.5-hour intermediate course on cloud infrastructure.
AWS Solutions Architect - Designing a Data-Driven ArchitectureA 3-hour intermediate course on cloud infrastructure.
AWS Solutions Architect - Designing a Hybrid ArchitectureA 4-hour intermediate course on cloud infrastructure.
AWS Solutions Architect - Designing a Serverless Architecture with Event-Driven MicroservicesA 6-hour intermediate course on streaming.
AWS Solutions Architect - Designing a Three-Tier Web ArchitectureA 4.5-hour intermediate course on cloud infrastructure.
AWS Solutions Architect - Fundamentals of Architecting on AWSA 5-hour intermediate course on cloud infrastructure.
AWS Solutions Architect - Summary and ResourcesA 1-hour intermediate course on cloud infrastructure.
AWS Solutions Architect Advanced - Designing a Multi-Account ArchitectureA 2-hour advanced course on administration and cost.
AWS Solutions Architect Advanced - Designing Advanced Network ArchitecturesA 3.5-hour advanced course on cloud infrastructure.
AWS Solutions Architect Advanced - Designing Responsible AI ControlsA 1.3-hour advanced course on generative AI and LLMs.
AWS Solutions Architect Advanced - Implementing Observability and Management ControlsA 3.5-hour advanced course on administration and cost.
AWS Solutions Architect Advanced - Integrating AI/ML Services into ArchitectureA 2-hour advanced course on generative AI and LLMs.
AWS Solutions Architect Advanced - Migration and ModernizationA 2.5-hour advanced course on administration and cost.
AWS Solutions Architect Advanced - Operational ResilienceA 2-hour advanced course on cloud infrastructure.
AWS Solutions Architect Advanced - Optimizing Hybrid ArchitecturesA 3-hour advanced course on administration and cost.
AWS Solutions Architect Advanced - Securing Networks and DataA 3.5-hour advanced course on governance and security.
AWS Solutions Architect Advanced - Summary and ResourcesA 1-hour advanced course on cloud infrastructure.
AWS Spotlight Day - AWS for VMware pathways, Use cases and customer expectations (Sales Track) - BusinessA 31-minute beginner video on cloud infrastructure.
AWS Spotlight Day - Partner sales plays, co-build your GTM offerings solutions & co-sell with AWS (Sales Track) - BusinessA 33-minute beginner video.
AWS Step Functions Getting StartedA 1-hour beginner course on SQL, analytics and BI.
AWS Storage Gateway Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Storage Services - Portfolio IntroductionA 40-minute beginner course on cloud infrastructure.
AWS Systems Manager Getting StartedA 1-hour beginner course on governance and security.
AWS Technical Essentials for AgriTech Business LeadersAn 8.8-hour beginner learning path on cloud infrastructure.
AWS Trainium Development Environment SetupA 1-hour beginner course on generative AI and LLMs.
AWS Transfer Family Getting StartedA 1-hour beginner course on administration and cost.
AWS Transform for .NET - Beyond the BasicsA 1.5-hour intermediate course on data engineering.
AWS Transform for VMware Beyond BasicsA 1.3-hour intermediate course on data engineering.
AWS Transform for VMware Getting StartedA 1-hour beginner course on data engineering.
AWS Transform Fundamentals - Knowledge Badge Readiness PathA 6.5-hour beginner learning path on data engineering.
AWS Transform Fundamentals Knowledge Badge AssessmentA 1-hour beginner exam prep course on data engineering.
AWS Transform MGN Getting StartedA 45-minute beginner course on data engineering.
AWS Transit Gateway - TroubleshootingA 1-hour intermediate course on administration and cost.
AWS Transit Gateway Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Unified Operations: Building Resilient Operations for Mission-Critical WorkloadsA 45-minute intermediate course on administration and cost.
AWS WAF Getting StartedA 1-hour beginner course on governance and security.
AWS X-Ray Getting StartedA 1-hour beginner course on governance and security.
Backup and restore for self-managed and AWS managed PostgreSQLA 1.5-hour intermediate course on databases.
Balancing speed and safety: A control framework for AI coding agentsA 45-minute advanced course on generative AI and LLMs.
Basic Observability for Amazon EKSA 1-hour intermediate course on administration and cost.
Batch Processing at Scale With Amazon BedrockA 1-hour intermediate course on generative AI and LLMs.
Become an AWS AI Business StrategistA 16-hour beginner live class on generative AI and LLMs.
Benchmarking Amazon EBS VolumesA 1-hour advanced hands-on lab on cloud infrastructure.

Added and retired by year

YearAddedRetired
2026+20721
2025+310161
2024+236103
2023+10719
2022+15811
2021+1083
202000
2019 or before00
No earlier recordfirst read by Training, Sep 20261,673

808 come from the first Internet Archive copy of the page; 1,673 have no record before Training first read them. Retired counts items the archive saw that are no longer listed.

Courses tracked in detail

Certifications these courses prepare for

CertificationCoursesFree
AWS Certified Data Engineer - Associate10
About AWS training