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
SQL and analyticsFreeServerless AnalyticsA 25-minute advanced course on SQL, analytics and BI.since 2022Open ↗App developmentFreeIntroduction to Decoupled ApplicationsA 20-minute beginner course on app development.since 2022Open ↗Admin and costFreeGetting Started with DevOps on AWSA 1-hour beginner course on administration and cost.since 2022Open ↗App developmentFreeDesign Patterns for AWS Step FunctionsA 1.5-hour advanced course on app development.since 2022Open ↗Governance and securityFreeIntroduction to Amazon CloudWatch LogsA 30-minute beginner course on governance and security.since 2022Open ↗Cloud infrastructureFreeIntroduction to AWS Auto ScalingA 17-minute beginner course on cloud infrastructure.since 2022Open ↗Governance and securityFreeIntroduction to AWS Management ConsoleA 30-minute beginner course on governance and security.since 2022Open ↗Governance and securityFreeIntroduction to AWS Trusted AdvisorA 10-minute beginner course on governance and security.since 2022Open ↗Admin and costFreeAdvanced Testing Practices Using AWS DevOps ToolsA 2.5-hour advanced course on administration and cost.since 2021Open ↗DatabasesFreeAmazon DynamoDB for Serverless ArchitecturesA 2-hour beginner course on databases.since 2021Open ↗Cloud infrastructureFreeAWS Compute Services OverviewA 40-minute beginner course on cloud infrastructure.since 2021Open ↗App developmentFreeAWS Development Tools Services OverviewA 5-minute beginner course on app development.since 2021Open ↗Cloud infrastructureFreeAWS Foundations: Getting Started with the AWS Cloud EssentialsA 1-hour beginner course on cloud infrastructure.since 2021Open ↗App developmentFreeAWS Lambda FoundationsA 2-hour beginner course on app development.since 2021Open ↗SQL and analyticsFreeIntroduction to Amazon CloudWatch Logs InsightsA 15-minute beginner course on SQL, analytics and BI.since 2021Open ↗Data engineeringFreeIntroduction to AWS BatchA 15-minute beginner course on data engineering.since 2021Open ↗Cloud infrastructureFreeIntroduction to EC2 Auto ScalingA 10-minute beginner course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeAWS Snowball Edge Logistics and PlanningA 1.8-hour advanced course on cloud infrastructure.since 2021Open ↗App developmentFreeAmazon API Gateway for Serverless ApplicationsA 2-hour beginner course on app development.since 2021Open ↗DatabasesFreeAmazon DynamoDB Service IntroductionA 5-minute beginner course on databases.since 2021Open ↗Cloud infrastructureFreeAmazon FSx for Lustre PrimerA 1.7-hour intermediate course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeAmazon FSx for Windows File Server PrimerA 1-hour intermediate course on cloud infrastructure.since 2021Open ↗Admin and costFreeAmazon WorkSpaces Deep DiveA 3.3-hour advanced course on administration and cost.since 2021Open ↗Governance and securityFreeAuthentication and Authorization with AWS Identity and Access ManagementA 15-minute beginner course on governance and security.since 2021Open ↗Cloud infrastructureFreeAWS DataSync PrimerA 1.1-hour intermediate course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeAWS Network Connectivity OptionsA 2.5-hour intermediate course on cloud infrastructure.since 2021Open ↗Governance and securityFreeAWS Security FundamentalsA 2-hour intermediate course on governance and security.since 2021Open ↗Governance and securityFreeAWS Shared Responsibility ModelA 5-minute beginner course on governance and security.since 2021Open ↗Admin and costFreeConfigure and Deploy AWS PrivateLinkA 1.2-hour intermediate course on administration and cost.since 2021Open ↗App developmentFreeGetting into the Serverless MindsetA 30-minute beginner course on app development.since 2021Open ↗Cloud infrastructureFreeIntroduction to Amazon Direct ConnectA 10-minute beginner course on cloud infrastructure.since 2021Open ↗Governance and securityFreeIntroduction to AWS Identity and Access Management (IAM)A 45-minute beginner hands-on lab on governance and security.since 2021Open ↗Cloud infrastructureFreeManaging Amazon Simple Storage Service (Amazon S3)A 1.5-hour advanced course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreePlanning an AWS Outposts ImplementationA 1.3-hour intermediate course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeSubnets, Gateways, and Route Tables ExplainedA 17-minute beginner course on cloud infrastructure.since 2021Open ↗Admin and costFreeConfigure and Deploy AWS Client VPNA 30-minute intermediate course on administration and cost.since 2021Open ↗GenAI and LLMsFreeCreate streaming video with captions, subtitles, and audio tracks using AWS AI servicesA 30-minute intermediate course on generative AI and LLMs.since 2021Open ↗SQL and analyticsFreeIntroduction to Amazon AthenaA 10-minute beginner course on SQL, analytics and BI.since 2021Open ↗Governance and securitySubscriptionIntroduction to AWS CloudFormationA 45-minute beginner hands-on lab on governance and security.since 2021Open ↗Governance and securityFreeSecuring and Protecting Your Data in Amazon Simple Storage Service (Amazon S3)A 1.7-hour advanced course on governance and security.since 2021Open ↗Cloud infrastructureFreeAmazon Elastic File System (Amazon EFS) PrimerA 30-minute intermediate course on cloud infrastructure.since 2021Open ↗Admin and costFreeAmazon Simple Storage Service (Amazon S3) Business Continuity and Disaster RecoveryA 50-minute advanced course on administration and cost.since 2021Open ↗Admin and costFreeAmazon Simple Storage Service (Amazon S3) Performance OptimizationA 1-hour advanced course on administration and cost.since 2021Open ↗Cloud infrastructureFreeAWS Cloud Practitioner EssentialsA 12.8-hour beginner course on cloud infrastructure.since 2021Open ↗DatabasesFreeAWS Database OfferingsA 4-hour beginner course on databases.since 2021Open ↗Getting startedFreeAWS Elemental MediaLive PrimerA 1-hour intermediate course for getting started.since 2021Open ↗GenAI and LLMsFreeAWS Foundations: Machine Learning BasicsA 30-minute beginner course on generative AI and LLMs.since 2021Open ↗Cloud infrastructurePaidAWS Technical EssentialsAn 8-hour beginner live class on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeConfiguring and Deploying VPCs with Multiple SubnetsA 1-hour intermediate course on cloud infrastructure.since 2021Open ↗Governance and securityFreeDeep Dive with Security: AWS Identity and Access Management (IAM)An 8-hour advanced course on governance and security.since 2021Open ↗
Training
Serverless AnalyticsA 25-minute advanced course on SQL, analytics and BI.
Introduction to Decoupled ApplicationsA 20-minute beginner course on app development.
Getting Started with DevOps on AWSA 1-hour beginner course on administration and cost.
Design Patterns for AWS Step FunctionsA 1.5-hour advanced course on app development.
Introduction to Amazon CloudWatch LogsA 30-minute beginner course on governance and security.
Introduction to AWS Auto ScalingA 17-minute beginner course on cloud infrastructure.
Introduction to AWS Management ConsoleA 30-minute beginner course on governance and security.
Introduction to AWS Trusted AdvisorA 10-minute beginner course on governance and security.
Advanced Testing Practices Using AWS DevOps ToolsA 2.5-hour advanced course on administration and cost.
Amazon DynamoDB for Serverless ArchitecturesA 2-hour beginner course on databases.
AWS Compute Services OverviewA 40-minute beginner course on cloud infrastructure.
AWS Development Tools Services OverviewA 5-minute beginner course on app development.
AWS Foundations: Getting Started with the AWS Cloud EssentialsA 1-hour beginner course on cloud infrastructure.
AWS Lambda FoundationsA 2-hour beginner course on app development.
Introduction to Amazon CloudWatch Logs InsightsA 15-minute beginner course on SQL, analytics and BI.
Introduction to AWS BatchA 15-minute beginner course on data engineering.
Introduction to EC2 Auto ScalingA 10-minute beginner course on cloud infrastructure.
AWS Snowball Edge Logistics and PlanningA 1.8-hour advanced course on cloud infrastructure.
Amazon API Gateway for Serverless ApplicationsA 2-hour beginner course on app development.
Amazon DynamoDB Service IntroductionA 5-minute beginner course on databases.
Amazon FSx for Lustre PrimerA 1.7-hour intermediate course on cloud infrastructure.
Amazon FSx for Windows File Server PrimerA 1-hour intermediate course on cloud infrastructure.
Amazon WorkSpaces Deep DiveA 3.3-hour advanced course on administration and cost.
Authentication and Authorization with AWS Identity and Access ManagementA 15-minute beginner course on governance and security.
AWS DataSync PrimerA 1.1-hour intermediate course on cloud infrastructure.
AWS Network Connectivity OptionsA 2.5-hour intermediate course on cloud infrastructure.
AWS Security FundamentalsA 2-hour intermediate course on governance and security.
AWS Shared Responsibility ModelA 5-minute beginner course on governance and security.
Configure and Deploy AWS PrivateLinkA 1.2-hour intermediate course on administration and cost.
Getting into the Serverless MindsetA 30-minute beginner course on app development.
Introduction to Amazon Direct ConnectA 10-minute beginner course on cloud infrastructure.
Introduction to AWS Identity and Access Management (IAM)A 45-minute beginner hands-on lab on governance and security.
Managing Amazon Simple Storage Service (Amazon S3)A 1.5-hour advanced course on cloud infrastructure.
Planning an AWS Outposts ImplementationA 1.3-hour intermediate course on cloud infrastructure.
Subnets, Gateways, and Route Tables ExplainedA 17-minute beginner course on cloud infrastructure.
Configure and Deploy AWS Client VPNA 30-minute intermediate course on administration and cost.
Create streaming video with captions, subtitles, and audio tracks using AWS AI servicesA 30-minute intermediate course on generative AI and LLMs.
Introduction to Amazon AthenaA 10-minute beginner course on SQL, analytics and BI.
Introduction to AWS CloudFormationA 45-minute beginner hands-on lab on governance and security.
Securing and Protecting Your Data in Amazon Simple Storage Service (Amazon S3)A 1.7-hour advanced course on governance and security.
Amazon Elastic File System (Amazon EFS) PrimerA 30-minute intermediate course on cloud infrastructure.
Amazon Simple Storage Service (Amazon S3) Business Continuity and Disaster RecoveryA 50-minute advanced course on administration and cost.
Amazon Simple Storage Service (Amazon S3) Performance OptimizationA 1-hour advanced course on administration and cost.
AWS Cloud Practitioner EssentialsA 12.8-hour beginner course on cloud infrastructure.
AWS Database OfferingsA 4-hour beginner course on databases.
AWS Elemental MediaLive PrimerA 1-hour intermediate course for getting started.
AWS Foundations: Machine Learning BasicsA 30-minute beginner course on generative AI and LLMs.
AWS Technical EssentialsAn 8-hour beginner live class on cloud infrastructure.
Configuring and Deploying VPCs with Multiple SubnetsA 1-hour intermediate course on cloud infrastructure.
Deep Dive with Security: AWS Identity and Access Management (IAM)An 8-hour advanced course on governance and security.

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.