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
GenAI and LLMsFreeBuilding Safe Generative AI Applications with Amazon Bedrock GuardrailsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding specialized AI without sacrificing intelligence: Nova Forge data mixing in actionA 1-hour intermediate course on generative AI and LLMs.Open ↗Admin and costFreeBuilding the Mainframe Modernization Business CaseA 1-hour beginner course on administration and cost.Open ↗GenAI and LLMsFreeBuilding web search-enabled agents with Strands and ExaA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding with Custom Agents in Amazon QuickA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding with Web Search on Amazon Bedrock AgentCoreA 1-hour intermediate course on generative AI and LLMs.Open ↗Cloud infrastructureFreeBurst to Region: Overflow AWS Outposts workloads to Amazon EC2A 45-minute advanced course on cloud infrastructure.Open ↗GenAI and LLMsFreeCases in Amazon Connect Customer - AI Powered Customer EngagementA 1.3-hour intermediate course on generative AI and LLMs.Open ↗App developmentFreeCertification SME Item Development TrainingA beginner course on app development.Open ↗GenAI and LLMsFreeCheckpointless Training on Amazon SageMaker HyperPodA 1-hour advanced course on generative AI and LLMs.Open ↗App developmentFreeChoosing Serverless Containers for .NETA 1-hour beginner course on app development.Open ↗Governance and securityFreeChoosing your AWS identity serviceA 1-hour beginner course on governance and security.Open ↗Cloud infrastructurePaidClassroom: AWS Cloud Quest - Cloud PractitionerA 16-hour beginner live class on cloud infrastructure.Open ↗Governance and securityFreeCloud Audit Academy - Cloud AgnosticA 3-hour beginner course on governance and security.Open ↗Governance and securityFreeCloud Audit Academy for Federal and DoD Workloads in AWS – Interactive WalkthroughsA 3-hour advanced course on governance and security.Open ↗Cloud infrastructureFreeCloud Game Development Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeCloud Migration for Small Business OwnersA 6-minute beginner course on administration and cost.Open ↗Admin and costPaidCloud Operations on AWSA 24-hour intermediate live class on administration and cost.Open ↗Admin and costPaidCloud Operations on AWS (formerly Systems Operations) with AWS JamA 32-hour intermediate live class on administration and cost.Open ↗Admin and costFreeCloudWatch InvestigationsA 1-hour beginner course on administration and cost.Open ↗Cloud infrastructureSubscriptionComparing Amazon Virtual Private Cloud (VPC) Peering and AWS Transit GatewayA 3-hour intermediate hands-on lab on cloud infrastructure.Open ↗Admin and costFreeCompute Cost Optimization ServicesA 30-minute beginner course on administration and cost.Open ↗Cloud infrastructureFreeCompute Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureFreeCompute Learning Plan: Amazon EC2 (includes labs)A 29-hour beginner learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeConfidential Computing with AWS ComputeA 45-minute intermediate course on cloud infrastructure.Open ↗GenAI and LLMsFreeConsistency is the new latency: AI at the data layerA 45-minute advanced course on generative AI and LLMs.Open ↗SQL and analyticsFreeContact Lens Advanced Analytics & OptimizationA 1-hour intermediate course on SQL, analytics and BI.Open ↗Cloud infrastructureFreeContainers Learning Series for Amazon ECS OverviewA 10-minute beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeContext extraction from image files in Amazon Q Business using LLMsA 1.5-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeControl where your AI agents can browse with Chrome enterprise policies on Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeCost-effective multilingual audio transcription at scale with Parakeet-TDT and AWS BatchA 45-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeCreate an HR Agent with Amazon QuickA 45-minute beginner hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionCreate and Manage AWS Resources with AWS Service CatalogA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionCreate and Manage AWS Systems Manager DocumentA 1-hour beginner hands-on lab on governance and security.Open ↗App developmentSubscriptionCreating a GraphQL API with AWS AppSyncA 30-minute beginner hands-on lab on app development.Open ↗Admin and costSubscriptionCreating and Automating Backups With AWS BackupA 1-hour advanced hands-on lab on administration and cost.Open ↗GenAI and LLMsFreeCreative Generation with Nova Canvas and Nova ReelA 20-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionCustom Classification with Amazon ComprehendA 1.3-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionCustom Entity Recognition with Amazon ComprehendA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeCustom reward functions for multi-turn reinforcement learning with Amazon Nova ForgeA 45-minute advanced course on generative AI and LLMs.Open ↗App developmentFreeCustomization in Amazon Q DeveloperA 30-minute beginner course on app development.Open ↗GenAI and LLMsFreeCut Your LLM Costs and Latency up to 86% with Semantic CachingA 1-hour intermediate course on generative AI and LLMs.Open ↗Governance and securityFreeCybersecurity for Small Business OwnersAn 8-minute beginner course on governance and security.Open ↗GenAI and LLMsFreeData Engineering for Generative AI ApplicationsA 5-hour intermediate course on generative AI and LLMs.Open ↗Data engineeringPaidData Engineering on AWSAn 18-hour intermediate live class on data engineering.Open ↗Data engineeringSubscriptionData Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs)A 4.4-hour intermediate course on data engineering.Open ↗Data engineeringSubscriptionData Engineering on AWS - A Data Lake Solution (Includes Labs)A 4.2-hour intermediate course on data engineering.Open ↗Data engineeringSubscriptionData Engineering on AWS - A Data Warehouse Solution (Includes Labs)A 3.8-hour intermediate course on data engineering.Open ↗Data engineeringSubscriptionData Engineering on AWS - A Streaming Data Pipeline Solution (Includes Labs)A 4-hour intermediate course on data engineering.Open ↗Data engineeringFreeData Engineering on AWS - FoundationsA 4-hour beginner course on data engineering.Open ↗
Training
Building Safe Generative AI Applications with Amazon Bedrock GuardrailsA 1-hour intermediate course on generative AI and LLMs.
Building specialized AI without sacrificing intelligence: Nova Forge data mixing in actionA 1-hour intermediate course on generative AI and LLMs.
Building the Mainframe Modernization Business CaseA 1-hour beginner course on administration and cost.
Building web search-enabled agents with Strands and ExaA 45-minute intermediate course on generative AI and LLMs.
Building with Custom Agents in Amazon QuickA 1-hour intermediate course on generative AI and LLMs.
Building with Web Search on Amazon Bedrock AgentCoreA 1-hour intermediate course on generative AI and LLMs.
Burst to Region: Overflow AWS Outposts workloads to Amazon EC2A 45-minute advanced course on cloud infrastructure.
Cases in Amazon Connect Customer - AI Powered Customer EngagementA 1.3-hour intermediate course on generative AI and LLMs.
Certification SME Item Development TrainingA beginner course on app development.
Checkpointless Training on Amazon SageMaker HyperPodA 1-hour advanced course on generative AI and LLMs.
Choosing Serverless Containers for .NETA 1-hour beginner course on app development.
Choosing your AWS identity serviceA 1-hour beginner course on governance and security.
Classroom: AWS Cloud Quest - Cloud PractitionerA 16-hour beginner live class on cloud infrastructure.
Cloud Audit Academy - Cloud AgnosticA 3-hour beginner course on governance and security.
Cloud Audit Academy for Federal and DoD Workloads in AWS – Interactive WalkthroughsA 3-hour advanced course on governance and security.
Cloud Game Development Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Cloud Migration for Small Business OwnersA 6-minute beginner course on administration and cost.
Cloud Operations on AWSA 24-hour intermediate live class on administration and cost.
Cloud Operations on AWS (formerly Systems Operations) with AWS JamA 32-hour intermediate live class on administration and cost.
CloudWatch InvestigationsA 1-hour beginner course on administration and cost.
Comparing Amazon Virtual Private Cloud (VPC) Peering and AWS Transit GatewayA 3-hour intermediate hands-on lab on cloud infrastructure.
Compute Cost Optimization ServicesA 30-minute beginner course on administration and cost.
Compute Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Compute Learning Plan: Amazon EC2 (includes labs)A 29-hour beginner learning path on cloud infrastructure.
Confidential Computing with AWS ComputeA 45-minute intermediate course on cloud infrastructure.
Consistency is the new latency: AI at the data layerA 45-minute advanced course on generative AI and LLMs.
Contact Lens Advanced Analytics & OptimizationA 1-hour intermediate course on SQL, analytics and BI.
Containers Learning Series for Amazon ECS OverviewA 10-minute beginner course on cloud infrastructure.
Context extraction from image files in Amazon Q Business using LLMsA 1.5-hour intermediate course on generative AI and LLMs.
Control where your AI agents can browse with Chrome enterprise policies on Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Cost-effective multilingual audio transcription at scale with Parakeet-TDT and AWS BatchA 45-minute beginner course on generative AI and LLMs.
Create an HR Agent with Amazon QuickA 45-minute beginner hands-on lab on generative AI and LLMs.
Create and Manage AWS Resources with AWS Service CatalogA 1-hour beginner hands-on lab on governance and security.
Create and Manage AWS Systems Manager DocumentA 1-hour beginner hands-on lab on governance and security.
Creating a GraphQL API with AWS AppSyncA 30-minute beginner hands-on lab on app development.
Creating and Automating Backups With AWS BackupA 1-hour advanced hands-on lab on administration and cost.
Creative Generation with Nova Canvas and Nova ReelA 20-minute beginner course on generative AI and LLMs.
Custom Classification with Amazon ComprehendA 1.3-hour beginner hands-on lab on generative AI and LLMs.
Custom Entity Recognition with Amazon ComprehendA 1-hour beginner hands-on lab on generative AI and LLMs.
Custom reward functions for multi-turn reinforcement learning with Amazon Nova ForgeA 45-minute advanced course on generative AI and LLMs.
Customization in Amazon Q DeveloperA 30-minute beginner course on app development.
Cut Your LLM Costs and Latency up to 86% with Semantic CachingA 1-hour intermediate course on generative AI and LLMs.
Cybersecurity for Small Business OwnersAn 8-minute beginner course on governance and security.
Data Engineering for Generative AI ApplicationsA 5-hour intermediate course on generative AI and LLMs.
Data Engineering on AWSAn 18-hour intermediate live class on data engineering.
Data Engineering on AWS - A Batch Data Pipeline Solution (Includes Labs)A 4.4-hour intermediate course on data engineering.
Data Engineering on AWS - A Data Lake Solution (Includes Labs)A 4.2-hour intermediate course on data engineering.
Data Engineering on AWS - A Data Warehouse Solution (Includes Labs)A 3.8-hour intermediate course on data engineering.
Data Engineering on AWS - A Streaming Data Pipeline Solution (Includes Labs)A 4-hour intermediate course on data engineering.
Data Engineering on AWS - FoundationsA 4-hour beginner course on data engineering.

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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