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
Cloud infrastructureFreeAWS Interconnect - last mile Connectivity EssentialsA 45-minute beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Interconnect - multicloud Connectivity EssentialsA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS IoT Learning Plan: FoundationsA 6.8-hour intermediate learning path on cloud infrastructure.Open ↗Cloud infrastructurePaidAWS Jam - Advanced ArchitectingAn 8-hour intermediate live class on cloud infrastructure.Open ↗App developmentPaidAWS Jam - Advanced DevelopingAn 8-hour intermediate live class on app development.Open ↗Cloud infrastructurePaidAWS Jam - ArchitectingAn 8-hour intermediate live class on cloud infrastructure.Open ↗GenAI and LLMsPaidAWS Jam - Building Advanced Agentic Systems on AWSAn 8-hour advanced live class on generative AI and LLMs.Open ↗GenAI and LLMsPaidAWS Jam - Building Agentic AI with Amazon Bedrock AgentCoreAn 8-hour intermediate live class on generative AI and LLMs.Open ↗Admin and costPaidAWS Jam - Cloud OperationsAn 8-hour intermediate live class on administration and cost.Open ↗GenAI and LLMsPaidAWS Jam - Developing Generative AI Applications on AWSAn 8-hour advanced live class on generative AI and LLMs.Open ↗Admin and costPaidAWS Jam - DevOps EngineeringAn 8-hour intermediate live class on administration and cost.Open ↗Machine learningPaidAWS Jam - Machine Learning Engineering on AWSAn 8-hour intermediate live class on machine learning and data science.Open ↗Governance and securityPaidAWS Jam - Security EngineeringAn 8-hour intermediate live class on governance and security.Open ↗GenAI and LLMsPaidAWS Jam - Spec-Driven Development with KiroAn 8-hour intermediate live class on generative AI and LLMs.Open ↗Governance and securityFreeAWS Key Management Service Getting StartedA 1-hour beginner course on governance and security.Open ↗Getting startedFreeAWS Lake Formation Getting StartedA 1.5-hour beginner course for getting started.Open ↗DatabasesFreeAWS Lambda - TroubleshootingA 30-minute intermediate course on databases.Open ↗Governance and securityFreeAWS Lambda Function Security & Defense in DepthA 20-minute intermediate course on governance and security.Open ↗Admin and costFreeAWS Mainframe Modernization Foundations - Knowledge Badge Readiness PathA 5.8-hour beginner learning path on administration and cost.Open ↗Admin and costFreeAWS Mainframe Modernization Foundations Knowledge Badge AssessmentA beginner exam prep course on administration and cost.Open ↗SQL and analyticsFreeAWS Managed Dashboards in Billing and Cost Management DashboardsA 1-hour beginner course on SQL, analytics and BI.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Analyze and Evaluate PerformanceA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Automated Orchestration and CI/CDA 1.3-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Choose Modeling ApproachesA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Collect, Ingest, and Store DataA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Curriculum ConclusionA 10-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Customize and Fine Tune ModelsA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Data Transformation and Feature EngineeringA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Manage Deployment InfrastructureA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Monitor Model InferenceA 2.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Optimize Costs and PerformanceA 2.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Provision and Configure ResourcesA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Secure ML and AI WorkloadsA 2.3-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Train ModelsA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS ML Engineer Associate - Validate Data and Prepare for ModelingA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS ML Engineer Associate Power HourA 9-hour beginner learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS Modernization Pathways: Move to AI Pathways (includes labs)A 21-hour beginner learning path on generative AI and LLMs.Open ↗App developmentFreeAWS Modernization Pathways: Move to Cloud Native Serverless (includes labs)A 42-hour intermediate learning path on app development.Open ↗Cloud infrastructureFreeAWS Modernization Pathways: Move to Containers with Amazon ECS (includes labs)A 13-hour advanced learning path on cloud infrastructure.Open ↗Cloud infrastructurePaidAWS Modernization Pathways: Move to Containers with Amazon EKS (includes labs)A 3.7-hour intermediate learning path on cloud infrastructure.Open ↗SQL and analyticsFreeAWS Modernization Pathways: Move to Managed Analytics (includes labs)A 32.4-hour intermediate learning path on SQL, analytics and BI.Open ↗DatabasesFreeAWS Modernization Pathways: Move to Managed Databases (includes labs)A 17.8-hour intermediate learning path on databases.Open ↗Admin and costFreeAWS Network – Monitoring and TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Governance and securitySubscriptionAWS Network Firewall for Ingress/Egress TrafficA 1.5-hour advanced hands-on lab on governance and security.Open ↗Cloud infrastructureFreeAWS Nitro System Deep DiveA 1.5-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeAWS Operational Best practices for Advertising workflowsA 1.4-hour advanced course on administration and cost.Open ↗GenAI and LLMsFreeAWS Power Hour: Generative AI For Developers CertificationA 4-hour intermediate learning path on generative AI and LLMs.Open ↗DatabasesFreeAWS purpose-built database recovery: A guide to business continuity and disaster recovery strategiesA 45-minute advanced course on databases.Open ↗Admin and costFreeAWS Resources available to Design & Operate Advertising workflowsA 1.4-hour intermediate course on administration and cost.Open ↗Getting startedFreeAWS Savings Plans Getting StartedA 1-hour beginner course for getting started.Open ↗
Training
AWS Interconnect - last mile Connectivity EssentialsA 45-minute beginner course on cloud infrastructure.
AWS Interconnect - multicloud Connectivity EssentialsA 1-hour beginner course on cloud infrastructure.
AWS IoT Learning Plan: FoundationsA 6.8-hour intermediate learning path on cloud infrastructure.
AWS Jam - Advanced ArchitectingAn 8-hour intermediate live class on cloud infrastructure.
AWS Jam - Advanced DevelopingAn 8-hour intermediate live class on app development.
AWS Jam - ArchitectingAn 8-hour intermediate live class on cloud infrastructure.
AWS Jam - Building Advanced Agentic Systems on AWSAn 8-hour advanced live class on generative AI and LLMs.
AWS Jam - Building Agentic AI with Amazon Bedrock AgentCoreAn 8-hour intermediate live class on generative AI and LLMs.
AWS Jam - Cloud OperationsAn 8-hour intermediate live class on administration and cost.
AWS Jam - Developing Generative AI Applications on AWSAn 8-hour advanced live class on generative AI and LLMs.
AWS Jam - DevOps EngineeringAn 8-hour intermediate live class on administration and cost.
AWS Jam - Machine Learning Engineering on AWSAn 8-hour intermediate live class on machine learning and data science.
AWS Jam - Security EngineeringAn 8-hour intermediate live class on governance and security.
AWS Jam - Spec-Driven Development with KiroAn 8-hour intermediate live class on generative AI and LLMs.
AWS Key Management Service Getting StartedA 1-hour beginner course on governance and security.
AWS Lake Formation Getting StartedA 1.5-hour beginner course for getting started.
AWS Lambda - TroubleshootingA 30-minute intermediate course on databases.
AWS Lambda Function Security & Defense in DepthA 20-minute intermediate course on governance and security.
AWS Mainframe Modernization Foundations - Knowledge Badge Readiness PathA 5.8-hour beginner learning path on administration and cost.
AWS Mainframe Modernization Foundations Knowledge Badge AssessmentA beginner exam prep course on administration and cost.
AWS Managed Dashboards in Billing and Cost Management DashboardsA 1-hour beginner course on SQL, analytics and BI.
AWS ML Engineer Associate - Analyze and Evaluate PerformanceA 1.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Automated Orchestration and CI/CDA 1.3-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Choose Modeling ApproachesA 1.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Collect, Ingest, and Store DataA 1-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Curriculum ConclusionA 10-minute advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Customize and Fine Tune ModelsA 2-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Data Transformation and Feature EngineeringA 1-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Manage Deployment InfrastructureA 1-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Monitor Model InferenceA 2.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Optimize Costs and PerformanceA 2.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Provision and Configure ResourcesA 1.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Secure ML and AI WorkloadsA 2.3-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Train ModelsA 1.5-hour advanced course on generative AI and LLMs.
AWS ML Engineer Associate - Validate Data and Prepare for ModelingA 45-minute advanced course on generative AI and LLMs.
AWS ML Engineer Associate Power HourA 9-hour beginner learning path on generative AI and LLMs.
AWS Modernization Pathways: Move to AI Pathways (includes labs)A 21-hour beginner learning path on generative AI and LLMs.
AWS Modernization Pathways: Move to Cloud Native Serverless (includes labs)A 42-hour intermediate learning path on app development.
AWS Modernization Pathways: Move to Containers with Amazon ECS (includes labs)A 13-hour advanced learning path on cloud infrastructure.
AWS Modernization Pathways: Move to Containers with Amazon EKS (includes labs)A 3.7-hour intermediate learning path on cloud infrastructure.
AWS Modernization Pathways: Move to Managed Analytics (includes labs)A 32.4-hour intermediate learning path on SQL, analytics and BI.
AWS Modernization Pathways: Move to Managed Databases (includes labs)A 17.8-hour intermediate learning path on databases.
AWS Network – Monitoring and TroubleshootingA 1-hour intermediate course on administration and cost.
AWS Network Firewall for Ingress/Egress TrafficA 1.5-hour advanced hands-on lab on governance and security.
AWS Nitro System Deep DiveA 1.5-hour intermediate course on cloud infrastructure.
AWS Operational Best practices for Advertising workflowsA 1.4-hour advanced course on administration and cost.
AWS Power Hour: Generative AI For Developers CertificationA 4-hour intermediate learning path on generative AI and LLMs.
AWS purpose-built database recovery: A guide to business continuity and disaster recovery strategiesA 45-minute advanced course on databases.
AWS Resources available to Design & Operate Advertising workflowsA 1.4-hour intermediate course on administration and cost.
AWS Savings Plans Getting StartedA 1-hour beginner course for getting started.

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
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