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
Data engineeringFreeSelling in AWS Marketplace (Technical)A 4-hour intermediate course on data engineering.since 2025Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Sustainability ReportingA 1-hour intermediate hands-on lab on SQL, analytics and BI.since 2025Open ↗Cloud infrastructureFreeDecarbonization with AWS IntroductionA 15-minute beginner course on cloud infrastructure.since 2025Open ↗Governance and securityFreeAmazon CloudWatch Getting StartedA 1-hour beginner course on governance and security.since 2025Open ↗Data engineeringFreeAWS Glue Getting StartedA 1-hour beginner course on data engineering.since 2025Open ↗Governance and securityFreeAWS Organizations Getting StartedA 1-hour beginner course on governance and security.since 2025Open ↗Cloud infrastructureFreeCloud for CMOsAn 8-minute beginner course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeCloud for CTOsA 10-minute beginner course on cloud infrastructure.since 2025Open ↗Getting startedFreeIntroduction to the Cloud for CliniciansA 45-minute beginner course for getting started.since 2025Open ↗DatabasesFreeWorking with Indexes in DynamoDBA 2.5-hour intermediate course on databases.since 2025Open ↗Governance and securityFreeAWS SimuLearn: Core Security ConceptsA 1-hour beginner hands-on lab on governance and security.since 2025Open ↗GenAI and LLMsFreeCustomizing and Evaluating LLMs Using Amazon SageMaker JumpStartA 4-hour advanced course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeAWS Cloud Essentials for Business Leaders (Financial Services)A 2-hour beginner course on cloud infrastructure.since 2024Open ↗OtherSubscriptionAWS Industry Quest: Financial ServicesA 30-hour intermediate hands-on lab.since 2024Open ↗OtherSubscriptionAWS Industry Quest: Manufacturing and AutomotiveA 12-hour intermediate hands-on lab.since 2024Open ↗Cloud infrastructureFreeAWS SimuLearn: Cloud EconomicsA 1-hour beginner hands-on lab on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreeBuilding Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch ServiceA 1-hour intermediate course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeEmpower Search with AI using Amazon OpenSearch ServiceA 2-hour advanced course on generative AI and LLMs.since 2024Open ↗OtherFreeAmazon Connect Chat and Messaging IntermediateA 1-hour intermediate course.since 2024Open ↗Getting startedFreeAmazon Connect Console FundamentalsA 45-minute beginner course for getting started.since 2024Open ↗Getting startedFreeAmazon Connect Conversational Interfaces FundamentalsA 45-minute beginner course for getting started.since 2024Open ↗OtherFreeAmazon Connect Conversational Interfaces IntermediateA 1-hour intermediate course.since 2024Open ↗OtherFreeAmazon Connect Flows IntermediateA 1-hour intermediate course.since 2024Open ↗Admin and costFreeAmazon Connect Optimizing Routing SolutionsA 1-hour intermediate course on administration and cost.since 2024Open ↗Getting startedFreeAmazon Connect Routing FundamentalsA 1-hour beginner course for getting started.since 2024Open ↗OtherFreeAmazon Connect Routing IntermediateA 30-minute intermediate course.since 2024Open ↗OtherFreeAmazon Connect Voice IntermediateA 1.3-hour intermediate course.since 2024Open ↗DatabasesFreeAmazon ElastiCache Getting StartedA 1-hour beginner course on databases.since 2024Open ↗OtherFreeAmazon Connect and Amazon EventBridge IntermediateA 50-minute intermediate course.since 2024Open ↗Getting startedFreeAmazon Connect Contact Lens FundamentalsA 55-minute beginner course for getting started.since 2024Open ↗Getting startedFreeAmazon Connect Flows FundamentalsA 1-hour beginner course for getting started.since 2024Open ↗App developmentFreeContainerize and Run .NET Applications on Amazon EKS Windows PodsA 2-hour intermediate course on app development.since 2024Open ↗App developmentFreeAmazon Connect Developer AssessmentA 1.3-hour intermediate course on app development.since 2024Open ↗Governance and securityFreeAmazon DevOps Guru Getting StartedA 1-hour beginner course on governance and security.since 2024Open ↗SQL and analyticsFreeImplement Lexical Search Using Amazon OpenSearch ServiceA 2-hour intermediate course on SQL, analytics and BI.since 2024Open ↗Cloud infrastructureSubscriptionAmazon VPC Networking BasicsA 2-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeAWS for SAP FundamentalsA 45-minute beginner course on cloud infrastructure.since 2024Open ↗Governance and securitySubscriptionAWS Network Firewall FundamentalsA 1.3-hour intermediate hands-on lab on governance and security.since 2024Open ↗GenAI and LLMsFreeOptimizing Foundation ModelsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Governance and securitySubscriptionThreat Hunting with AWS Network Firewall DeploymentA 1.5-hour intermediate hands-on lab on governance and security.since 2024Open ↗StreamingFreeAmazon Connect Data Streaming IntermediateA 50-minute intermediate course on streaming.since 2024Open ↗OtherFreeAmazon Connect Integrations IntermediateA 1-hour intermediate course.since 2024Open ↗Cloud infrastructureFreeIntroduction to AWS SolutionsA 45-minute beginner course on cloud infrastructure.since 2024Open ↗App developmentFreeAmazon Connect APIs IntermediateA 40-minute intermediate course on app development.since 2024Open ↗OtherFreeAmazon Connect Communications Specialist AssessmentA 2-hour intermediate course.since 2024Open ↗Getting startedFreeAmazon Connect Development FundamentalsA 1-hour beginner course for getting started.since 2024Open ↗App developmentFreeAmazon Connect Flows Lambda Integrations FundamentalsA 50-minute beginner course on app development.since 2024Open ↗App developmentFreeAmazon Connect Flows Lambda Integrations IntermediateA 45-minute intermediate course on app development.since 2024Open ↗App developmentFreeAWS IPv6 Application Networking and Internet Edge ConnectivityA 1-hour intermediate course on app development.since 2024Open ↗Cloud infrastructureFreeAWS IPv6 Fundamentals and VPC ConnectivityA 1-hour beginner course on cloud infrastructure.since 2024Open ↗
Training
Selling in AWS Marketplace (Technical)A 4-hour intermediate course on data engineering.
AWS SimuLearn: Sustainability ReportingA 1-hour intermediate hands-on lab on SQL, analytics and BI.
Decarbonization with AWS IntroductionA 15-minute beginner course on cloud infrastructure.
Amazon CloudWatch Getting StartedA 1-hour beginner course on governance and security.
AWS Glue Getting StartedA 1-hour beginner course on data engineering.
AWS Organizations Getting StartedA 1-hour beginner course on governance and security.
Cloud for CMOsAn 8-minute beginner course on cloud infrastructure.
Cloud for CTOsA 10-minute beginner course on cloud infrastructure.
Introduction to the Cloud for CliniciansA 45-minute beginner course for getting started.
Working with Indexes in DynamoDBA 2.5-hour intermediate course on databases.
AWS SimuLearn: Core Security ConceptsA 1-hour beginner hands-on lab on governance and security.
Customizing and Evaluating LLMs Using Amazon SageMaker JumpStartA 4-hour advanced course on generative AI and LLMs.
AWS Cloud Essentials for Business Leaders (Financial Services)A 2-hour beginner course on cloud infrastructure.
AWS Industry Quest: Financial ServicesA 30-hour intermediate hands-on lab.
AWS Industry Quest: Manufacturing and AutomotiveA 12-hour intermediate hands-on lab.
AWS SimuLearn: Cloud EconomicsA 1-hour beginner hands-on lab on cloud infrastructure.
Building Retrieval Augmented Generation (RAG) workflows with Amazon OpenSearch ServiceA 1-hour intermediate course on generative AI and LLMs.
Empower Search with AI using Amazon OpenSearch ServiceA 2-hour advanced course on generative AI and LLMs.
Amazon Connect Chat and Messaging IntermediateA 1-hour intermediate course.
Amazon Connect Console FundamentalsA 45-minute beginner course for getting started.
Amazon Connect Conversational Interfaces FundamentalsA 45-minute beginner course for getting started.
Amazon Connect Conversational Interfaces IntermediateA 1-hour intermediate course.
Amazon Connect Flows IntermediateA 1-hour intermediate course.
Amazon Connect Optimizing Routing SolutionsA 1-hour intermediate course on administration and cost.
Amazon Connect Routing FundamentalsA 1-hour beginner course for getting started.
Amazon Connect Routing IntermediateA 30-minute intermediate course.
Amazon Connect Voice IntermediateA 1.3-hour intermediate course.
Amazon ElastiCache Getting StartedA 1-hour beginner course on databases.
Amazon Connect and Amazon EventBridge IntermediateA 50-minute intermediate course.
Amazon Connect Contact Lens FundamentalsA 55-minute beginner course for getting started.
Amazon Connect Flows FundamentalsA 1-hour beginner course for getting started.
Containerize and Run .NET Applications on Amazon EKS Windows PodsA 2-hour intermediate course on app development.
Amazon Connect Developer AssessmentA 1.3-hour intermediate course on app development.
Amazon DevOps Guru Getting StartedA 1-hour beginner course on governance and security.
Implement Lexical Search Using Amazon OpenSearch ServiceA 2-hour intermediate course on SQL, analytics and BI.
Amazon VPC Networking BasicsA 2-hour intermediate hands-on lab on cloud infrastructure.
AWS for SAP FundamentalsA 45-minute beginner course on cloud infrastructure.
AWS Network Firewall FundamentalsA 1.3-hour intermediate hands-on lab on governance and security.
Optimizing Foundation ModelsA 1-hour beginner course on generative AI and LLMs.
Threat Hunting with AWS Network Firewall DeploymentA 1.5-hour intermediate hands-on lab on governance and security.
Amazon Connect Data Streaming IntermediateA 50-minute intermediate course on streaming.
Amazon Connect Integrations IntermediateA 1-hour intermediate course.
Introduction to AWS SolutionsA 45-minute beginner course on cloud infrastructure.
Amazon Connect APIs IntermediateA 40-minute intermediate course on app development.
Amazon Connect Communications Specialist AssessmentA 2-hour intermediate course.
Amazon Connect Development FundamentalsA 1-hour beginner course for getting started.
Amazon Connect Flows Lambda Integrations FundamentalsA 50-minute beginner course on app development.
Amazon Connect Flows Lambda Integrations IntermediateA 45-minute intermediate course on app development.
AWS IPv6 Application Networking and Internet Edge ConnectivityA 1-hour intermediate course on app development.
AWS IPv6 Fundamentals and VPC ConnectivityA 1-hour beginner course on cloud infrastructure.

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.