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.

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Read Nov 2026
Machine learningPaidMachine Learning Engineering on AWSA 24-hour intermediate live class on machine learning and data science.since 2026Open ↗Data engineeringFreeInnovation and Transformation - Working BackwardsA 15-minute beginner course on data engineering.since 2026Open ↗GenAI and LLMsFreeAI Language Service Learning PlanA 2.5-hour beginner learning path on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionAgentic AI FoundationsA 6.3-hour intermediate learning path on generative AI and LLMs.since 2026Open ↗GenAI and LLMsPaidExam Prep: AWS Certified AI Practitioner (AIF-C01)A 6-hour intermediate live class on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeNo-code Machine Learning and Generative AI on AWSA 5.5-hour intermediate course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionOfficial Pretest: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.since 2026Open ↗Cloud infrastructureFreeAWS Edge Storage, Data Transfer, and File Transfer Services Getting StartedA 1.1-hour beginner course on cloud infrastructure.since 2026Open ↗GenAI and LLMsFreeIntegrating Amazon Bedrock powered Agents with Model Context Protocol Servers using the Strands Agents SDKA 3-hour advanced course on generative AI and LLMs.since 2026Open ↗SQL and analyticsFreeAmazon OpenSearch Service Getting StartedA 1-hour beginner course on SQL, analytics and BI.since 2026Open ↗Cloud infrastructureFreeAWS for Games: Cloud Game Development - Knowledge Badge Readiness PathA 9.7-hour intermediate learning path on cloud infrastructure.since 2026Open ↗Governance and securityFreeDomain 2 Review: AWS Certified Security-Specialty (SCS-C03 - English)A 1-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.since 2026Open ↗Governance and securityFreeExam Prep Plan Security - Specialty (SCS-C03 - English)A 21.8-hour advanced learning path on governance and security.since 2026Open ↗Admin and costSubscriptionOfficial Practice Exam: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 2.2-hour beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.since 2026Open ↗GenAI and LLMsFreeIntroduction to AWS DevOps AgentA 1-hour beginner course on generative AI and LLMs.since 2026Open ↗AI agentsFreeIntroduction to AWS Security Agent (Tech Preview)A 30-minute beginner course on AI agents.since 2026Open ↗Admin and costFreeAWS for VMware Administrators Learning PlanA 16.3-hour intermediate learning path on administration and cost.since 2026Open ↗Governance and securitySubscriptionLab - Automate Security Checks with Amazon InspectorA 1-hour beginner hands-on lab on governance and security.since 2026Open ↗GenAI and LLMsSubscriptionLab - Build Multi-Agent Collaboration using Amazon BedrockA 1.3-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗Admin and costSubscriptionLab - Multi-Service Backup Management with AWS BackupA 1-hour beginner hands-on lab on administration and cost.since 2026Open ↗Cloud infrastructureFreeAWS IPv6 Learning PlanA 3-hour advanced learning path on cloud infrastructure.since 2026Open ↗Governance and securityFreeSecurity Learning Plan: Threat Detection and Incident Response (includes labs)A 13-hour intermediate learning path on governance and security.since 2026Open ↗GenAI and LLMsSubscriptionLab - Build Document Processing Workflows using Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗Governance and securitySubscriptionLab - Enable Traceability through AWS CloudTrailA 1-hour beginner hands-on lab on governance and security.since 2026Open ↗GenAI and LLMsPaidAdvanced Generative AI Development on AWSA 24-hour advanced live class on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAWS Generative AI Developer Advanced Learning Plan (includes Labs)A 45.3-hour advanced learning path on generative AI and LLMs.since 2026Open ↗Cloud infrastructureFreeAWS Solutions Architect Advanced Learning Plan (Includes Labs)A 43.1-hour advanced learning path on cloud infrastructure.since 2026Open ↗StreamingSubscriptionLab - Build an Event-Driven Serverless Architecture with Amazon EventBridgeA 1.5-hour intermediate hands-on lab on streaming.since 2026Open ↗GenAI and LLMsSubscriptionLab - Build Production-Ready Generative AI Applications on AWSA 1-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗App developmentSubscriptionLab - Building Serverless Workflows with AWS Step FunctionsA 1-hour advanced hands-on lab on app development.since 2026Open ↗App developmentSubscriptionLab - Developing Serverless Applications with AWS Step FunctionsA 1-hour intermediate hands-on lab on app development.since 2026Open ↗GenAI and LLMsSubscriptionLab - Structured Approach to AI coding with Spec-Driven Development on KiroA 1.5-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗DatabasesSubscriptionLab - Using Amazon ElastiCache to Implement CachingA 1-hour intermediate hands-on lab on databases.since 2026Open ↗GenAI and LLMsFreeSustainability Strategies with Generative AIA 20-minute intermediate course on generative AI and LLMs.since 2026Open ↗App developmentFreeAWS Lambda Getting StartedA 1-hour beginner course on app development.since 2026Open ↗Cloud infrastructureFreeHealthcare Learning Plan for ExecutivesA 4.8-hour beginner learning path on cloud infrastructure.since 2026Open ↗Cloud infrastructureFreeAmazon EC2 Getting StartedA 1-hour beginner course on cloud infrastructure.since 2026Open ↗OtherFreeAWS re:Invent 2025 Announcements Learning PlanA 31.2-hour beginner learning path.since 2025Open ↗GenAI and LLMsFreeExam Prep Plan: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 19-hour advanced learning path on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.since 2025Open ↗GenAI and LLMsFreeIntroduction to AI-Driven Development LifecycleA 15-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeOfficial Practice Question Set: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 48-minute advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.since 2025Open ↗GenAI and LLMsSubscriptionOfficial Pretest: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 3-hour advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.since 2025Open ↗StreamingFreeBuilding Event-Driven Applications With Amazon EventBridgeA 2-hour intermediate course on streaming.since 2025Open ↗GenAI and LLMsFreeAWS Agentic AI Learning PlanA 12.5-hour intermediate learning path on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeCloud Essentials for Business Leaders - EducationA 1-hour beginner course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeAmazon ECS - Knowledge Badge Readiness PathA 12.7-hour intermediate learning path on cloud infrastructure.since 2025Open ↗App developmentPaidDeveloping on AWSA 24-hour intermediate live class on app development.since 2025Open ↗Admin and costPaidMigrating to AWSA 24-hour intermediate live class on administration and cost.since 2025Open ↗Admin and costPaidDevOps Engineering on AWSA 24-hour intermediate live class on administration and cost.since 2025Open ↗GenAI and LLMsPaidMLOps Engineering on AWSA 24-hour beginner live class on generative AI and LLMs.since 2025Open ↗
Training
Machine Learning Engineering on AWSA 24-hour intermediate live class on machine learning and data science.
Innovation and Transformation - Working BackwardsA 15-minute beginner course on data engineering.
AI Language Service Learning PlanA 2.5-hour beginner learning path on generative AI and LLMs.
Agentic AI FoundationsA 6.3-hour intermediate learning path on generative AI and LLMs.
Exam Prep: AWS Certified AI Practitioner (AIF-C01)A 6-hour intermediate live class on generative AI and LLMs.
No-code Machine Learning and Generative AI on AWSA 5.5-hour intermediate course on generative AI and LLMs.
Official Pretest: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
AWS Edge Storage, Data Transfer, and File Transfer Services Getting StartedA 1.1-hour beginner course on cloud infrastructure.
Integrating Amazon Bedrock powered Agents with Model Context Protocol Servers using the Strands Agents SDKA 3-hour advanced course on generative AI and LLMs.
Amazon OpenSearch Service Getting StartedA 1-hour beginner course on SQL, analytics and BI.
AWS for Games: Cloud Game Development - Knowledge Badge Readiness PathA 9.7-hour intermediate learning path on cloud infrastructure.
Domain 2 Review: AWS Certified Security-Specialty (SCS-C03 - English)A 1-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.
Exam Prep Plan Security - Specialty (SCS-C03 - English)A 21.8-hour advanced learning path on governance and security.
Official Practice Exam: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 2.2-hour beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.
Introduction to AWS DevOps AgentA 1-hour beginner course on generative AI and LLMs.
Introduction to AWS Security Agent (Tech Preview)A 30-minute beginner course on AI agents.
AWS for VMware Administrators Learning PlanA 16.3-hour intermediate learning path on administration and cost.
Lab - Automate Security Checks with Amazon InspectorA 1-hour beginner hands-on lab on governance and security.
Lab - Build Multi-Agent Collaboration using Amazon BedrockA 1.3-hour advanced hands-on lab on generative AI and LLMs.
Lab - Multi-Service Backup Management with AWS BackupA 1-hour beginner hands-on lab on administration and cost.
AWS IPv6 Learning PlanA 3-hour advanced learning path on cloud infrastructure.
Security Learning Plan: Threat Detection and Incident Response (includes labs)A 13-hour intermediate learning path on governance and security.
Lab - Build Document Processing Workflows using Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Enable Traceability through AWS CloudTrailA 1-hour beginner hands-on lab on governance and security.
Advanced Generative AI Development on AWSA 24-hour advanced live class on generative AI and LLMs.
AWS Generative AI Developer Advanced Learning Plan (includes Labs)A 45.3-hour advanced learning path on generative AI and LLMs.
AWS Solutions Architect Advanced Learning Plan (Includes Labs)A 43.1-hour advanced learning path on cloud infrastructure.
Lab - Build an Event-Driven Serverless Architecture with Amazon EventBridgeA 1.5-hour intermediate hands-on lab on streaming.
Lab - Build Production-Ready Generative AI Applications on AWSA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Building Serverless Workflows with AWS Step FunctionsA 1-hour advanced hands-on lab on app development.
Lab - Developing Serverless Applications with AWS Step FunctionsA 1-hour intermediate hands-on lab on app development.
Lab - Structured Approach to AI coding with Spec-Driven Development on KiroA 1.5-hour advanced hands-on lab on generative AI and LLMs.
Lab - Using Amazon ElastiCache to Implement CachingA 1-hour intermediate hands-on lab on databases.
Sustainability Strategies with Generative AIA 20-minute intermediate course on generative AI and LLMs.
AWS Lambda Getting StartedA 1-hour beginner course on app development.
Healthcare Learning Plan for ExecutivesA 4.8-hour beginner learning path on cloud infrastructure.
Amazon EC2 Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS re:Invent 2025 Announcements Learning PlanA 31.2-hour beginner learning path.
Exam Prep Plan: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 19-hour advanced learning path on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.
Introduction to AI-Driven Development LifecycleA 15-minute beginner course on generative AI and LLMs.
Official Practice Question Set: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 48-minute advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.
Official Pretest: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 3-hour advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.
Building Event-Driven Applications With Amazon EventBridgeA 2-hour intermediate course on streaming.
AWS Agentic AI Learning PlanA 12.5-hour intermediate learning path on generative AI and LLMs.
Cloud Essentials for Business Leaders - EducationA 1-hour beginner course on cloud infrastructure.
Amazon ECS - Knowledge Badge Readiness PathA 12.7-hour intermediate learning path on cloud infrastructure.
Developing on AWSA 24-hour intermediate live class on app development.
Migrating to AWSA 24-hour intermediate live class on administration and cost.
DevOps Engineering on AWSA 24-hour intermediate live class on administration and cost.
MLOps Engineering on AWSA 24-hour beginner live class on generative AI and LLMs.

Added and retired by year

YearAddedRetired
2026+20721
2025+310161
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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.