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
DatabasesSubscriptionBuilding with Amazon DocumentDB DatabasesA 1-hour intermediate hands-on lab on databases.since 2023Open ↗DatabasesSubscriptionBuilding with Amazon DynamoDB TablesA 1-hour intermediate hands-on lab on databases.since 2023Open ↗DatabasesSubscriptionBuilding with Amazon RDS DatabasesA 1-hour intermediate hands-on lab on databases.since 2023Open ↗SQL and analyticsSubscriptionBuilding with Amazon Redshift ClustersA 1-hour intermediate hands-on lab on SQL, analytics and BI.since 2023Open ↗Cloud infrastructureFreeCloud for CFOsA 13-minute beginner course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeCloud for CIOsA 9-minute beginner course on cloud infrastructure.since 2023Open ↗Data engineeringFreeDigital Transformation for ExecutivesA 7-minute beginner course on data engineering.since 2023Open ↗Cloud infrastructureFreeHandling AWS IoT Device Data and StatesA 2-hour intermediate course on cloud infrastructure.since 2023Open ↗DatabasesSubscriptionMigrating RDS MySQL to Aurora with Read ReplicaA 1.5-hour intermediate hands-on lab on databases.since 2023Open ↗Admin and costFreePlanning Large Scale Data Migrations to AWSA 1-hour intermediate course on administration and cost.since 2023Open ↗Admin and costFreeUsing AWS Solutions: AWS Cloud Migration FactoryA 1.5-hour beginner course on administration and cost.since 2023Open ↗Cloud infrastructureSubscriptionWorking with Amazon VPC Network Access AnalyzerA 1-hour intermediate hands-on lab on cloud infrastructure.since 2023Open ↗GenAI and LLMsFreeAmazon Bedrock Getting StartedA 1-hour beginner course on generative AI and LLMs.since 2023Open ↗OtherSubscriptionAWS Industry Quest: HealthcareA 22-hour intermediate hands-on lab.since 2023Open ↗GenAI and LLMsPaidGenerative AI for ExecutivesA 4-hour beginner live class on generative AI and LLMs.since 2023Open ↗Admin and costFreeAmazon WorkSpaces PrimerA 1.3-hour intermediate course on administration and cost.since 2023Open ↗Cloud infrastructureFreeManaging AWS IoT Devices at ScaleA 3.5-hour intermediate course on cloud infrastructure.since 2023Open ↗DatabasesFreeAWS Database Migration Service (AWS DMS) Getting StartedA 1-hour beginner course on databases.since 2023Open ↗Data engineeringSubscriptionA Day in the Life of a Data EngineerA 1-hour intermediate hands-on lab on data engineering.since 2023Open ↗Cloud infrastructureFreeAWS Certification Subject Matter Expert TrainingA 2.5-hour beginner course on cloud infrastructure.since 2023Open ↗Cloud infrastructurePaidAWS Cloud Essentials for Business LeadersA 4-hour beginner live class on cloud infrastructure.since 2023Open ↗Data engineeringSubscriptionCreate a CI/CD pipeline to deploy your app to AWS FargateA 1-hour intermediate hands-on lab on data engineering.since 2023Open ↗DatabasesFreeData Modeling for Amazon DocumentDBA 1-hour intermediate course on databases.since 2023Open ↗DatabasesSubscriptionEffortless Relational Scalability with Amazon Aurora Serverless v2A 2-hour intermediate hands-on lab on databases.since 2023Open ↗App developmentSubscriptionEvolution of a Website: Going from Single Server to ServerlessA 1-hour beginner hands-on lab on app development.since 2023Open ↗DatabasesFreePerformance Tuning on Amazon DocumentDBA 1-hour advanced course on databases.since 2023Open ↗Cloud infrastructureSubscriptionResolve VPC Routing ConflictsA 1-hour advanced hands-on lab on cloud infrastructure.since 2023Open ↗Governance and securitySubscriptionSecure Your Account During an Active EventA 1-hour intermediate hands-on lab on governance and security.since 2023Open ↗Governance and securityFreeSecurity Engineering on AWS- Online Course SupplementA 2-hour intermediate course on governance and security.since 2023Open ↗Cloud infrastructureFreeGetting Started with AWS Cloud EssentialsA 1-hour beginner course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeAWS Cloud Economics for HealthcareA 1.3-hour beginner course on cloud infrastructure.since 2023Open ↗Getting startedFreeIntroduction to AWS End User Computing ServicesA 30-minute intermediate course for getting started.since 2023Open ↗Cloud infrastructureFreeIntroduction to AWS Resilience HubA 30-minute beginner course on cloud infrastructure.since 2023Open ↗Admin and costFreeMainframe Workloads Fast Track to AgilityA 1.3-hour intermediate course on administration and cost.since 2023Open ↗GenAI and LLMsFreePlanning a Machine Learning ProjectA 30-minute beginner course on generative AI and LLMs.since 2023Open ↗Cloud infrastructureFreeGetting Started with BottlerocketA 1-hour beginner course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeRight Size Your Amazon EC2 WorkloadA 2-hour intermediate course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeCloud for CEOsA 10-minute beginner course on cloud infrastructure.since 2023Open ↗Admin and costFreeAWS Best Practices for Hybrid Cloud AdoptionA 1-hour intermediate course on administration and cost.since 2023Open ↗Cloud infrastructureFreeAWS Cloud Economics for StartupsA 1-hour beginner course on cloud infrastructure.since 2023Open ↗Cloud infrastructureFreeBuilding with AWS IoT SiteWiseA 2.3-hour intermediate course on cloud infrastructure.since 2023Open ↗OtherFreeConnecting Systems and Machines to AWS for Industrial ManufacturingA 45-minute intermediate course.since 2023Open ↗Governance and securityFreeGetting Started with Amazon DetectiveA 1-hour beginner course on governance and security.since 2023Open ↗Getting startedFreeSaaS Business FundamentalsA 1-hour beginner course for getting started.since 2023Open ↗Admin and costFreeSelecting your Data Migration Strategy with AWSA 30-minute beginner course on administration and cost.since 2023Open ↗Admin and costFreeApproach to Mainframe Migration and ModernizationA 1-hour beginner course on administration and cost.since 2022Open ↗Admin and costFreeMainframe Modernization Patterns and Best PracticesA 1-hour beginner course on administration and cost.since 2022Open ↗App developmentSubscriptionAWS Tools for Windows PowerShellA 1-hour beginner hands-on lab on app development.since 2022Open ↗Governance and securityFreeSecurity and Observability for Serverless ApplicationsA 1.5-hour intermediate course on governance and security.since 2022Open ↗Governance and securityFreeAWS ObservabilityA 5-hour intermediate course on governance and security.since 2022Open ↗
Training
Building with Amazon DocumentDB DatabasesA 1-hour intermediate hands-on lab on databases.
Building with Amazon DynamoDB TablesA 1-hour intermediate hands-on lab on databases.
Building with Amazon RDS DatabasesA 1-hour intermediate hands-on lab on databases.
Building with Amazon Redshift ClustersA 1-hour intermediate hands-on lab on SQL, analytics and BI.
Cloud for CFOsA 13-minute beginner course on cloud infrastructure.
Cloud for CIOsA 9-minute beginner course on cloud infrastructure.
Digital Transformation for ExecutivesA 7-minute beginner course on data engineering.
Handling AWS IoT Device Data and StatesA 2-hour intermediate course on cloud infrastructure.
Migrating RDS MySQL to Aurora with Read ReplicaA 1.5-hour intermediate hands-on lab on databases.
Planning Large Scale Data Migrations to AWSA 1-hour intermediate course on administration and cost.
Using AWS Solutions: AWS Cloud Migration FactoryA 1.5-hour beginner course on administration and cost.
Working with Amazon VPC Network Access AnalyzerA 1-hour intermediate hands-on lab on cloud infrastructure.
Amazon Bedrock Getting StartedA 1-hour beginner course on generative AI and LLMs.
AWS Industry Quest: HealthcareA 22-hour intermediate hands-on lab.
Generative AI for ExecutivesA 4-hour beginner live class on generative AI and LLMs.
Amazon WorkSpaces PrimerA 1.3-hour intermediate course on administration and cost.
Managing AWS IoT Devices at ScaleA 3.5-hour intermediate course on cloud infrastructure.
AWS Database Migration Service (AWS DMS) Getting StartedA 1-hour beginner course on databases.
A Day in the Life of a Data EngineerA 1-hour intermediate hands-on lab on data engineering.
AWS Certification Subject Matter Expert TrainingA 2.5-hour beginner course on cloud infrastructure.
AWS Cloud Essentials for Business LeadersA 4-hour beginner live class on cloud infrastructure.
Create a CI/CD pipeline to deploy your app to AWS FargateA 1-hour intermediate hands-on lab on data engineering.
Data Modeling for Amazon DocumentDBA 1-hour intermediate course on databases.
Effortless Relational Scalability with Amazon Aurora Serverless v2A 2-hour intermediate hands-on lab on databases.
Evolution of a Website: Going from Single Server to ServerlessA 1-hour beginner hands-on lab on app development.
Performance Tuning on Amazon DocumentDBA 1-hour advanced course on databases.
Resolve VPC Routing ConflictsA 1-hour advanced hands-on lab on cloud infrastructure.
Secure Your Account During an Active EventA 1-hour intermediate hands-on lab on governance and security.
Security Engineering on AWS- Online Course SupplementA 2-hour intermediate course on governance and security.
Getting Started with AWS Cloud EssentialsA 1-hour beginner course on cloud infrastructure.
AWS Cloud Economics for HealthcareA 1.3-hour beginner course on cloud infrastructure.
Introduction to AWS End User Computing ServicesA 30-minute intermediate course for getting started.
Introduction to AWS Resilience HubA 30-minute beginner course on cloud infrastructure.
Mainframe Workloads Fast Track to AgilityA 1.3-hour intermediate course on administration and cost.
Planning a Machine Learning ProjectA 30-minute beginner course on generative AI and LLMs.
Getting Started with BottlerocketA 1-hour beginner course on cloud infrastructure.
Right Size Your Amazon EC2 WorkloadA 2-hour intermediate course on cloud infrastructure.
Cloud for CEOsA 10-minute beginner course on cloud infrastructure.
AWS Best Practices for Hybrid Cloud AdoptionA 1-hour intermediate course on administration and cost.
AWS Cloud Economics for StartupsA 1-hour beginner course on cloud infrastructure.
Building with AWS IoT SiteWiseA 2.3-hour intermediate course on cloud infrastructure.
Connecting Systems and Machines to AWS for Industrial ManufacturingA 45-minute intermediate course.
Getting Started with Amazon DetectiveA 1-hour beginner course on governance and security.
SaaS Business FundamentalsA 1-hour beginner course for getting started.
Selecting your Data Migration Strategy with AWSA 30-minute beginner course on administration and cost.
Approach to Mainframe Migration and ModernizationA 1-hour beginner course on administration and cost.
Mainframe Modernization Patterns and Best PracticesA 1-hour beginner course on administration and cost.
AWS Tools for Windows PowerShellA 1-hour beginner hands-on lab on app development.
Security and Observability for Serverless ApplicationsA 1.5-hour intermediate course on governance and security.
AWS ObservabilityA 5-hour intermediate 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.