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
Cloud infrastructureSubscriptionIntroduction to Amazon EC2 Auto ScalingA 45-minute beginner hands-on lab on cloud infrastructure.since 2024Open ↗Cloud infrastructureSubscriptionMaintaining High Availability with Auto Scaling (for Linux)A 2-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeUnderstanding Placement GroupsA 10-minute beginner course on cloud infrastructure.since 2024Open ↗DatabasesFreeBuild with Amazon NeptuneA 1-hour intermediate course on databases.since 2024Open ↗Cloud infrastructureFreeAmazon Braket Getting StartedA 1-hour beginner course on cloud infrastructure.since 2024Open ↗Governance and securitySubscriptionAWS Security Traffic Monitoring and Packet AnalysisA 1-hour beginner hands-on lab on governance and security.since 2024Open ↗Cloud infrastructureFreeCloud Essentials Knowledge Badge AssessmentA 1.5-hour beginner course on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeCloud for Small Business OwnersA 13-minute beginner course on cloud infrastructure.since 2024Open ↗App developmentFreeAmazon Braket Quantum Application DevelopmentA 1.5-hour intermediate course on app development.since 2024Open ↗Cloud infrastructureSubscriptionAWS Cloud Quest: NetworkingA 26-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗Governance and securitySubscriptionAWS Cloud Quest: SecurityA 25-hour intermediate hands-on lab on governance and security.since 2024Open ↗Cloud infrastructureFreeAWS Networking Practical ApproachesA 3-hour intermediate course on cloud infrastructure.since 2024Open ↗Admin and costFreeDesigning Landing Zone Architectures with AWS Control TowerA 2-hour intermediate course on administration and cost.since 2024Open ↗DatabasesSubscriptionIntroduction to Amazon ElastiCacheA 1-hour beginner hands-on lab on databases.since 2024Open ↗App developmentSubscriptionBuild a Serverless Architecture with Amazon Simple Notification Service, Amazon Simple Queue Service, and AWS LambdaA 45-minute intermediate hands-on lab on app development.since 2024Open ↗DatabasesFreeData Modeling for Amazon ElastiCache for RedisA 45-minute intermediate course on databases.since 2024Open ↗Admin and costFreeGetting Started with Migration Hub Refactor SpacesA 1-hour beginner course on administration and cost.since 2024Open ↗DatabasesSubscriptionIntroduction to AWS Database Migration ServiceA 1.5-hour beginner hands-on lab on databases.since 2024Open ↗SQL and analyticsSubscriptionWorking with Amazon RedshiftA 2-hour intermediate hands-on lab on SQL, analytics and BI.since 2024Open ↗SQL and analyticsFreeAnalyzing, Visualizing, and Gaining Insights from IoT DevicesA 45-minute intermediate course on SQL, analytics and BI.since 2024Open ↗SQL and analyticsSubscriptionAWS Cloud Quest: Data AnalyticsA 23-hour intermediate hands-on lab on SQL, analytics and BI.since 2024Open ↗Cloud infrastructureSubscriptionAWS Cloud Quest: Solutions ArchitectA 27-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗App developmentFreeAWS Tools to Develop, Run, and Modernize .NET WorkloadsA 1-hour beginner course on app development.since 2024Open ↗DatabasesFreeBuild with Amazon MemoryDB for RedisA 1-hour intermediate course on databases.since 2024Open ↗Cloud infrastructureSubscriptionBuilding and Deploying Containers Using Amazon Elastic Container ServiceA 1.5-hour beginner hands-on lab on cloud infrastructure.since 2024Open ↗DatabasesFreeData Modeling for Amazon NeptuneA 1-hour intermediate course on databases.since 2024Open ↗Admin and costSubscriptionTroubleshooting API Gateway with Lambda Proxy IntegrationA 1-hour intermediate hands-on lab on administration and cost.since 2024Open ↗Governance and securityFreeAWS Security Incident Response OverviewA 1.7-hour beginner course on governance and security.since 2024Open ↗Admin and costFreeOptimizing your FinOps Strategy with AWSA 1-hour beginner course on administration and cost.since 2024Open ↗Governance and securityFreeThreat Modeling for Builders WorkshopA 6-hour beginner course on governance and security.since 2024Open ↗Cloud infrastructureFreeWhy run your Kubernetes workloads on Amazon's Elastic Kubernetes Service (EKS)?A 10-minute beginner course on cloud infrastructure.since 2024Open ↗Admin and costFreeAWS Free Tier: Introduction to Monitoring ServicesA 10-minute beginner course on administration and cost.since 2023Open ↗Getting startedFreeAWS Free Tier: Introduction to OfferingsA 10-minute beginner course for getting started.since 2023Open ↗Getting startedFreeAWS Free Tier: Introduction to Managing ServicesA 10-minute beginner course for getting started.since 2023Open ↗App developmentSubscriptionAWS Cloud Quest: Serverless DeveloperA 24-hour intermediate hands-on lab on app development.since 2023Open ↗DatabasesFreeBuild With Amazon DocumentDB (with MongoDB compatibility)A 1-hour intermediate course on databases.since 2023Open ↗GenAI and LLMsFreeBuilding Generative AI Applications Using Amazon BedrockA 4-hour advanced course on generative AI and LLMs.since 2023Open ↗App developmentFreeHow AWS Step Functions WorkA 55-minute intermediate course on app development.since 2023Open ↗Data engineeringFreeSustainability Transformation with AWSA 45-minute beginner course on data engineering.since 2023Open ↗Cloud infrastructureFreeAWS Cloud Quest: Recertify Cloud PractitionerA 13-hour beginner hands-on lab on cloud infrastructure.since 2023Open ↗GenAI and LLMsFreeAmazon Transcribe Getting StartedA 1.5-hour beginner course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeBuilding Language Models on AWSA 6-hour advanced course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeFoundations of Prompt EngineeringA 4-hour intermediate course on generative AI and LLMs.since 2023Open ↗GenAI and LLMsFreeIntroduction to Machine Learning: Art of the PossibleA 30-minute beginner course on generative AI and LLMs.since 2023Open ↗Cloud infrastructureSubscriptionRight Size Your Amazon EC2 Workload (Includes Labs)A 3-hour intermediate course on cloud infrastructure.since 2023Open ↗App developmentSubscription.NET Workloads on AWS Lambda (Includes Labs)A 3-hour intermediate course on app development.since 2023Open ↗Admin and costFreeAmazon EC2 Observability, Monitoring, and TroubleshootingA 2-hour intermediate course on administration and cost.since 2023Open ↗Governance and securitySubscriptionBuild, Secure, and Monitor Networks on AWSA 2-hour beginner hands-on lab on governance and security.since 2023Open ↗App developmentSubscriptionBuilding Highly Available Web ApplicationA 1.5-hour intermediate hands-on lab on app development.since 2023Open ↗DatabasesSubscriptionBuilding with Amazon Aurora DatabasesA 1-hour intermediate hands-on lab on databases.since 2023Open ↗
Training
Introduction to Amazon EC2 Auto ScalingA 45-minute beginner hands-on lab on cloud infrastructure.
Maintaining High Availability with Auto Scaling (for Linux)A 2-hour intermediate hands-on lab on cloud infrastructure.
Understanding Placement GroupsA 10-minute beginner course on cloud infrastructure.
Build with Amazon NeptuneA 1-hour intermediate course on databases.
Amazon Braket Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Security Traffic Monitoring and Packet AnalysisA 1-hour beginner hands-on lab on governance and security.
Cloud Essentials Knowledge Badge AssessmentA 1.5-hour beginner course on cloud infrastructure.
Cloud for Small Business OwnersA 13-minute beginner course on cloud infrastructure.
Amazon Braket Quantum Application DevelopmentA 1.5-hour intermediate course on app development.
AWS Cloud Quest: NetworkingA 26-hour intermediate hands-on lab on cloud infrastructure.
AWS Cloud Quest: SecurityA 25-hour intermediate hands-on lab on governance and security.
AWS Networking Practical ApproachesA 3-hour intermediate course on cloud infrastructure.
Designing Landing Zone Architectures with AWS Control TowerA 2-hour intermediate course on administration and cost.
Introduction to Amazon ElastiCacheA 1-hour beginner hands-on lab on databases.
Build a Serverless Architecture with Amazon Simple Notification Service, Amazon Simple Queue Service, and AWS LambdaA 45-minute intermediate hands-on lab on app development.
Data Modeling for Amazon ElastiCache for RedisA 45-minute intermediate course on databases.
Getting Started with Migration Hub Refactor SpacesA 1-hour beginner course on administration and cost.
Introduction to AWS Database Migration ServiceA 1.5-hour beginner hands-on lab on databases.
Working with Amazon RedshiftA 2-hour intermediate hands-on lab on SQL, analytics and BI.
Analyzing, Visualizing, and Gaining Insights from IoT DevicesA 45-minute intermediate course on SQL, analytics and BI.
AWS Cloud Quest: Data AnalyticsA 23-hour intermediate hands-on lab on SQL, analytics and BI.
AWS Cloud Quest: Solutions ArchitectA 27-hour intermediate hands-on lab on cloud infrastructure.
AWS Tools to Develop, Run, and Modernize .NET WorkloadsA 1-hour beginner course on app development.
Build with Amazon MemoryDB for RedisA 1-hour intermediate course on databases.
Building and Deploying Containers Using Amazon Elastic Container ServiceA 1.5-hour beginner hands-on lab on cloud infrastructure.
Data Modeling for Amazon NeptuneA 1-hour intermediate course on databases.
Troubleshooting API Gateway with Lambda Proxy IntegrationA 1-hour intermediate hands-on lab on administration and cost.
AWS Security Incident Response OverviewA 1.7-hour beginner course on governance and security.
Optimizing your FinOps Strategy with AWSA 1-hour beginner course on administration and cost.
Threat Modeling for Builders WorkshopA 6-hour beginner course on governance and security.
Why run your Kubernetes workloads on Amazon's Elastic Kubernetes Service (EKS)?A 10-minute beginner course on cloud infrastructure.
AWS Free Tier: Introduction to Monitoring ServicesA 10-minute beginner course on administration and cost.
AWS Free Tier: Introduction to OfferingsA 10-minute beginner course for getting started.
AWS Free Tier: Introduction to Managing ServicesA 10-minute beginner course for getting started.
AWS Cloud Quest: Serverless DeveloperA 24-hour intermediate hands-on lab on app development.
Build With Amazon DocumentDB (with MongoDB compatibility)A 1-hour intermediate course on databases.
Building Generative AI Applications Using Amazon BedrockA 4-hour advanced course on generative AI and LLMs.
How AWS Step Functions WorkA 55-minute intermediate course on app development.
Sustainability Transformation with AWSA 45-minute beginner course on data engineering.
AWS Cloud Quest: Recertify Cloud PractitionerA 13-hour beginner hands-on lab on cloud infrastructure.
Amazon Transcribe Getting StartedA 1.5-hour beginner course on generative AI and LLMs.
Building Language Models on AWSA 6-hour advanced course on generative AI and LLMs.
Foundations of Prompt EngineeringA 4-hour intermediate course on generative AI and LLMs.
Introduction to Machine Learning: Art of the PossibleA 30-minute beginner course on generative AI and LLMs.
Right Size Your Amazon EC2 Workload (Includes Labs)A 3-hour intermediate course on cloud infrastructure.
.NET Workloads on AWS Lambda (Includes Labs)A 3-hour intermediate course on app development.
Amazon EC2 Observability, Monitoring, and TroubleshootingA 2-hour intermediate course on administration and cost.
Build, Secure, and Monitor Networks on AWSA 2-hour beginner hands-on lab on governance and security.
Building Highly Available Web ApplicationA 1.5-hour intermediate hands-on lab on app development.
Building with Amazon Aurora DatabasesA 1-hour intermediate hands-on lab on databases.

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.