Data and AI platform training

Trainings10,271Hand-checked69

10,271 trainings · 69 hand-checked

AWS training

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

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

Full catalog

Read Nov 2026
GenAI and LLMsFreeAnalyzing Claude Code usage with CloudWatch and OpenTelemetryA 45-minute advanced course on generative AI and LLMs.Open ↗App developmentFreeAPI Gateway Getting StartedA 1-hour beginner course on app development.Open ↗App developmentFreeApplication Load Balancer Getting StartedA 1-hour beginner course on app development.Open ↗Governance and securityFreeArchitecting for the Cloud in EU GovernmentsA 30.8-hour intermediate learning path on governance and security.Open ↗App developmentSubscriptionArchitecting Highly Available Multi-Tier Applications on AWSA 3-hour intermediate hands-on lab on app development.Open ↗GenAI and LLMsFreeArchitecting offline-first generative AI applications for edge deployments using AWS servicesA 45-minute intermediate course on generative AI and LLMs.Open ↗Cloud infrastructureFreeArchitecting on AWS - Online Course SupplementA 2-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructurePaidArchitecting on AWS with AWS JamA 32-hour intermediate live class on cloud infrastructure.Open ↗DatabasesFreeArchitecting with RDS ProxyA 2-hour intermediate course on databases.Open ↗GenAI and LLMsFreeAssembling the Complete AI Stack - Optimizing Your AI Hardware on AWSA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAttaching Context to Your Data with Amazon S3 AnnotationsA 30-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAudio tokenization layer behind Speech AI: Deploy and compare neural codecs on Amazon SageMaker AIA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAuthenticate legitimate AI agent traffic with AWS WAF Bot ControlA 45-minute intermediate course on generative AI and LLMs.Open ↗Governance and securityFreeAutomate certificates with ACME support in AWS Certificate ManagerA 45-minute advanced course on governance and security.Open ↗AI agentsFreeAutomate CI/CD troubleshooting with AWS DevOps Agent and GitHubA 45-minute advanced course on AI agents.Open ↗GenAI and LLMsFreeAutomate Generative AI workflows using Amazon Bedrock FlowsA 30-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAutomate HR Onboarding with Amazon Quick Flows and ResearchA 1.5-hour beginner hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsFreeAutomate IAM Identity Center governance with continuous discovery and reportingA 45-minute advanced course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeAutomate Model Quota Request and Operational Issue Triage on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.Open ↗AI agentsFreeAutomate root cause analysis for AWS Backup failures with AWS DevOps AgentA 45-minute advanced course on AI agents.Open ↗Governance and securityFreeAutomated Security Response in AWS: Disabling Compromised Active Directory UsersA 1-hour intermediate course on governance and security.Open ↗AI agentsFreeAutomating Multi-Cloud Cost Management at Scale: A2A's FinOps Platform Powered by AWSA 45-minute intermediate course on AI agents.Open ↗Admin and costSubscriptionAutomating Serverless Deployments with AWS SAMA 1-hour intermediate hands-on lab on administration and cost.Open ↗GenAI and LLMsFreeAutomating with AI/ML for Small Business OwnersA 7-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAutomation with Amazon Nova ActA 2-hour intermediate course on generative AI and LLMs.Open ↗AI agentsFreeAutonomous Root Cause Analysis for AWS Systems Manager Patch Failures Using AWS DevOps AgentA 45-minute advanced course on AI agents.Open ↗Admin and costFreeAutoscaling and Cost OptimizationA 1-hour intermediate course on administration and cost.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - AI Governance Structures and Regulatory ComplianceA 1.3-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - AI Risk Controls and Mitigation StrategiesA 1.5-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - AI Solution Types and Enterprise ConsiderationsA 1.3-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Assess Business AI Readiness and MaturityA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Core AI Concepts and TerminologyA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Develop AI Strategies That Align with Business ObjectivesA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Establish Data and Infrastructure Foundations for AIA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Generative AI Concepts and TechniquesA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Lead Enterprise-Wide Change and Build AI-Ready Workforce CapabilitiesA 1.5-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Measure and Demonstrate AI Business ValueA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Position AI for Competitive AdvantageA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Responsible AI Principles and DimensionsA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist - Scale AI from Pilots to Enterprise-wide DeploymentsA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Business Strategist Learning PlanA 14.5-hour beginner learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI Practitioner Power HourA 6-hour beginner learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS AI/ML Essentials (Great China Region Only)A 4.3-hour intermediate course on generative AI and LLMs.Open ↗App developmentFreeAWS Amplify Getting StartedA 1-hour beginner course on app development.Open ↗App developmentFreeAWS App Studio Getting StartedA 1-hour beginner course on app development.Open ↗App developmentFreeAWS AppSync Getting StartedA 1-hour beginner course on app development.Open ↗Governance and securityFreeAWS Audit Manager Getting StartedA 1-hour beginner course on governance and security.Open ↗Admin and costFreeAWS Backup Getting StartedA 1-hour beginner course on administration and cost.Open ↗Data engineeringFreeAWS Batch Getting StartedA 1.5-hour beginner course on data engineering.Open ↗Admin and costFreeAWS Billing Conductor Getting StartedA 1-hour beginner course on administration and cost.Open ↗
Training
Analyzing Claude Code usage with CloudWatch and OpenTelemetryA 45-minute advanced course on generative AI and LLMs.
API Gateway Getting StartedA 1-hour beginner course on app development.
Application Load Balancer Getting StartedA 1-hour beginner course on app development.
Architecting for the Cloud in EU GovernmentsA 30.8-hour intermediate learning path on governance and security.
Architecting Highly Available Multi-Tier Applications on AWSA 3-hour intermediate hands-on lab on app development.
Architecting offline-first generative AI applications for edge deployments using AWS servicesA 45-minute intermediate course on generative AI and LLMs.
Architecting on AWS - Online Course SupplementA 2-hour intermediate course on cloud infrastructure.
Architecting on AWS with AWS JamA 32-hour intermediate live class on cloud infrastructure.
Architecting with RDS ProxyA 2-hour intermediate course on databases.
Assembling the Complete AI Stack - Optimizing Your AI Hardware on AWSA 2-hour advanced course on generative AI and LLMs.
Attaching Context to Your Data with Amazon S3 AnnotationsA 30-minute beginner course on generative AI and LLMs.
Audio tokenization layer behind Speech AI: Deploy and compare neural codecs on Amazon SageMaker AIA 1-hour advanced course on generative AI and LLMs.
Authenticate legitimate AI agent traffic with AWS WAF Bot ControlA 45-minute intermediate course on generative AI and LLMs.
Automate certificates with ACME support in AWS Certificate ManagerA 45-minute advanced course on governance and security.
Automate CI/CD troubleshooting with AWS DevOps Agent and GitHubA 45-minute advanced course on AI agents.
Automate Generative AI workflows using Amazon Bedrock FlowsA 30-minute intermediate course on generative AI and LLMs.
Automate HR Onboarding with Amazon Quick Flows and ResearchA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Automate IAM Identity Center governance with continuous discovery and reportingA 45-minute advanced course on SQL, analytics and BI.
Automate Model Quota Request and Operational Issue Triage on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.
Automate root cause analysis for AWS Backup failures with AWS DevOps AgentA 45-minute advanced course on AI agents.
Automated Security Response in AWS: Disabling Compromised Active Directory UsersA 1-hour intermediate course on governance and security.
Automating Multi-Cloud Cost Management at Scale: A2A's FinOps Platform Powered by AWSA 45-minute intermediate course on AI agents.
Automating Serverless Deployments with AWS SAMA 1-hour intermediate hands-on lab on administration and cost.
Automating with AI/ML for Small Business OwnersA 7-minute beginner course on generative AI and LLMs.
Automation with Amazon Nova ActA 2-hour intermediate course on generative AI and LLMs.
Autonomous Root Cause Analysis for AWS Systems Manager Patch Failures Using AWS DevOps AgentA 45-minute advanced course on AI agents.
Autoscaling and Cost OptimizationA 1-hour intermediate course on administration and cost.
AWS AI Business Strategist - AI Governance Structures and Regulatory ComplianceA 1.3-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - AI Risk Controls and Mitigation StrategiesA 1.5-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - AI Solution Types and Enterprise ConsiderationsA 1.3-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Assess Business AI Readiness and MaturityA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Core AI Concepts and TerminologyA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Develop AI Strategies That Align with Business ObjectivesA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Establish Data and Infrastructure Foundations for AIA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Generative AI Concepts and TechniquesA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Lead Enterprise-Wide Change and Build AI-Ready Workforce CapabilitiesA 1.5-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Measure and Demonstrate AI Business ValueA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Position AI for Competitive AdvantageA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Responsible AI Principles and DimensionsA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist - Scale AI from Pilots to Enterprise-wide DeploymentsA 1-hour beginner course on generative AI and LLMs.
AWS AI Business Strategist Learning PlanA 14.5-hour beginner learning path on generative AI and LLMs.
AWS AI Practitioner Power HourA 6-hour beginner learning path on generative AI and LLMs.
AWS AI/ML Essentials (Great China Region Only)A 4.3-hour intermediate course on generative AI and LLMs.
AWS Amplify Getting StartedA 1-hour beginner course on app development.
AWS App Studio Getting StartedA 1-hour beginner course on app development.
AWS AppSync Getting StartedA 1-hour beginner course on app development.
AWS Audit Manager Getting StartedA 1-hour beginner course on governance and security.
AWS Backup Getting StartedA 1-hour beginner course on administration and cost.
AWS Batch Getting StartedA 1.5-hour beginner course on data engineering.
AWS Billing Conductor Getting StartedA 1-hour beginner course on administration and cost.

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

Generative AIFreeDeveloping Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.Self-paced · 1 h · BeginnerCourse →Machine learningFreeFundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.Self-paced · 1 h · BeginnerCourse →Data engineeringPaidData Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.Instructor-led · 3 days · IntermediateCourse →Generative AIPaidDeveloping Generative AI Applications on AWSTwo-day classroom course for software developers on building and customizing generative AI solutions on AWS.Instructor-led · 2 days · AdvancedCourse →Data engineeringPaidExam Prep: AWS Certified Data Engineer - Associate (DEA-C01)One-day instructor-led review of each DEA-C01 exam domain with exam-style practice questions.Prepares for AWS Certified Data Engineer - AssociateInstructor-led · 1 day · BeginnerCourse →Machine learningPaidMachine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.Instructor-led · 3 days · IntermediateCourse →
Course
Developing Generative Artificial Intelligence SolutionsDigital primer on the generative AI application lifecycle, from use case and model choice to evaluation and deployment.FreeGenerative AI · Beginner · 1 h
Fundamentals of Machine Learning and Artificial IntelligenceDigital course on core AI, ML, deep learning and generative AI terms plus AWS services that use AI and ML.FreeMachine learning · Beginner · 1 h
Data Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.PaidData engineering · Intermediate · 3 days
Developing Generative AI Applications on AWSTwo-day classroom course for software developers on building and customizing generative AI solutions on AWS.PaidGenerative AI · Advanced · 2 days
Exam Prep: AWS Certified Data Engineer - Associate (DEA-C01)One-day instructor-led review of each DEA-C01 exam domain with exam-style practice questions.PaidData engineering · Beginner · 1 day · prepares for AWS Certified Data Engineer - Associate
Machine Learning Engineering on AWSThree-day classroom course on ML engineering on AWS, including CI/CD pipelines for ML workflows.PaidMachine learning · Intermediate · 3 days

Certifications these courses prepare for

Certification1 courseAWS Certified Data Engineer - AssociatePrep courses →
CertificationCoursesFree
AWS Certified Data Engineer - Associate10
About AWS training

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

Full catalog read from skillbuilder.aws, last on Nov 4, 2026.