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
GenAI and LLMsFreeAWS for Games Learning Plan: AI and Machine Learning (includes labs)A 2.9-hour intermediate learning path on generative AI and LLMs.Open ↗DatabasesFreeAWS for Games Learning Plan: DatabasesA 20.4-hour intermediate learning path on databases.Open ↗Cloud infrastructureFreeAWS for Games Learning Plan: Game ServersAn 8.1-hour intermediate learning path on cloud infrastructure.Open ↗OtherFreeAWS for Media & Entertainment Content Production Concepts and RolesA 15-minute beginner course.Open ↗OtherFreeAWS for Media & Entertainment Content Production Learning Plan AssessmentA 1-hour intermediate course.Open ↗Governance and securityFreeAWS for Media & Entertainment Content Production Security EssentialsA 15-minute beginner course on governance and security.Open ↗Cloud infrastructureFreeAWS for Media & Entertainment Content Production Storage EssentialsA 25-minute intermediate course on cloud infrastructure.Open ↗OtherFreeAWS for Media & Entertainment Content Production Workstation DesignA 20-minute beginner course.Open ↗OtherFreeAWS for Media & Entertainment Content Production Workstation RequirementsA 30-minute beginner course.Open ↗Admin and costFreeAWS for SAP - Cost Optimization StrategiesA 1-hour intermediate course on administration and cost.Open ↗GenAI and LLMsFreeAWS for SAP - Generative AI FundamentalsA 1.3-hour beginner course on generative AI and LLMs.Open ↗Cloud infrastructureFreeAWS for SAP (BYOL) Learning PlanA 12.8-hour intermediate learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS for SAP Cloud ERP EssentialsA 1-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeAWS for VMware AdministratorsA 1-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAWS Free Tier Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeAWS Game-Based Learning Live: AI Design BattlesA 6-hour intermediate learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS Game-Based Learning Live: GEN AI Quiz ChallengeA 4.5-hour intermediate learning path on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Agentic AI Solutions and Tool IntegrationsA 2.3-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS Generative AI Developer - Analyze Requirements and Design Generative AI SolutionsA 1.9-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Design and Implement Vector Store SolutionsA 2.6-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Design Retrieval Mechanisms for FM AugmentationA 3.7-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Enterprise Integration ArchitecturesA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Foundation Model API IntegrationsA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement AI Governance, Compliance, and TransparencyA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement Application Integration Patterns and Development ToolsA 2.9-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement Data Security and Privacy ControlsA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement data validation and processing pipelinesA 2.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement Evaluation Systems for Generative AIA 1.4-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement Monitoring SystemsA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implement Prompt Engineering Strategies and GovernanceA 4.3-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Implementing Cost Optimization and Resource Efficiency StrategiesA 2.7-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Model Deployment StrategiesA 1.8-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Optimize Application PerformanceA 1.8-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Safe User Interactions with Generative AI ApplicationsA 2.3-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Select and Configure Foundation ModelsA 2.2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS Generative AI Developer - Troubleshoot Generative AI ApplicationsA 1.7-hour advanced course on generative AI and LLMs.Open ↗Cloud infrastructureFreeAWS Global Accelerator Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Graviton Processors FundamentalsA 30-minute beginner course on cloud infrastructure.Open ↗Admin and costFreeAWS Graviton: Performance and Migration Best PracticesA 2.5-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAWS Ground Station Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS Health Adoption and Maturity AccelerationA 30-minute intermediate course on cloud infrastructure.Open ↗App developmentFreeAWS HealthOmics Getting StartedA 1-hour beginner course on app development.Open ↗Cloud infrastructureFreeAWS Hybrid Storage Services Getting StartedA 50-minute beginner course on cloud infrastructure.Open ↗Governance and securityFreeAWS Identity Access Management - FoundationsA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management - Access Analyzer Getting StartedA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management - Architecture and TerminologyA 15-minute beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management - BasicsA 15-minute beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management - Cognito Getting StartedA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management - Identity Center Getting StartedA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Identity and Access Management (IAM) - TroubleshootingA 1-hour intermediate course on governance and security.Open ↗
Training
AWS for Games Learning Plan: AI and Machine Learning (includes labs)A 2.9-hour intermediate learning path on generative AI and LLMs.
AWS for Games Learning Plan: DatabasesA 20.4-hour intermediate learning path on databases.
AWS for Games Learning Plan: Game ServersAn 8.1-hour intermediate learning path on cloud infrastructure.
AWS for Media & Entertainment Content Production Concepts and RolesA 15-minute beginner course.
AWS for Media & Entertainment Content Production Learning Plan AssessmentA 1-hour intermediate course.
AWS for Media & Entertainment Content Production Security EssentialsA 15-minute beginner course on governance and security.
AWS for Media & Entertainment Content Production Storage EssentialsA 25-minute intermediate course on cloud infrastructure.
AWS for Media & Entertainment Content Production Workstation DesignA 20-minute beginner course.
AWS for Media & Entertainment Content Production Workstation RequirementsA 30-minute beginner course.
AWS for SAP - Cost Optimization StrategiesA 1-hour intermediate course on administration and cost.
AWS for SAP - Generative AI FundamentalsA 1.3-hour beginner course on generative AI and LLMs.
AWS for SAP (BYOL) Learning PlanA 12.8-hour intermediate learning path on cloud infrastructure.
AWS for SAP Cloud ERP EssentialsA 1-hour intermediate course on cloud infrastructure.
AWS for VMware AdministratorsA 1-hour intermediate course on administration and cost.
AWS Free Tier Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Game-Based Learning Live: AI Design BattlesA 6-hour intermediate learning path on generative AI and LLMs.
AWS Game-Based Learning Live: GEN AI Quiz ChallengeA 4.5-hour intermediate learning path on generative AI and LLMs.
AWS Generative AI Developer - Agentic AI Solutions and Tool IntegrationsA 2.3-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Analyze Requirements and Design Generative AI SolutionsA 1.9-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Design and Implement Vector Store SolutionsA 2.6-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Design Retrieval Mechanisms for FM AugmentationA 3.7-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Enterprise Integration ArchitecturesA 1-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Foundation Model API IntegrationsA 1.5-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement AI Governance, Compliance, and TransparencyA 1.5-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement Application Integration Patterns and Development ToolsA 2.9-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement Data Security and Privacy ControlsA 2-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement data validation and processing pipelinesA 2.5-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement Evaluation Systems for Generative AIA 1.4-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement Monitoring SystemsA 1.5-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implement Prompt Engineering Strategies and GovernanceA 4.3-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Implementing Cost Optimization and Resource Efficiency StrategiesA 2.7-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Model Deployment StrategiesA 1.8-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Optimize Application PerformanceA 1.8-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Safe User Interactions with Generative AI ApplicationsA 2.3-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Select and Configure Foundation ModelsA 2.2-hour advanced course on generative AI and LLMs.
AWS Generative AI Developer - Troubleshoot Generative AI ApplicationsA 1.7-hour advanced course on generative AI and LLMs.
AWS Global Accelerator Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Graviton Processors FundamentalsA 30-minute beginner course on cloud infrastructure.
AWS Graviton: Performance and Migration Best PracticesA 2.5-hour intermediate course on administration and cost.
AWS Ground Station Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Health Adoption and Maturity AccelerationA 30-minute intermediate course on cloud infrastructure.
AWS HealthOmics Getting StartedA 1-hour beginner course on app development.
AWS Hybrid Storage Services Getting StartedA 50-minute beginner course on cloud infrastructure.
AWS Identity Access Management - FoundationsA 1-hour beginner course on governance and security.
AWS Identity and Access Management - Access Analyzer Getting StartedA 1-hour beginner course on governance and security.
AWS Identity and Access Management - Architecture and TerminologyA 15-minute beginner course on governance and security.
AWS Identity and Access Management - BasicsA 15-minute beginner course on governance and security.
AWS Identity and Access Management - Cognito Getting StartedA 1-hour beginner course on governance and security.
AWS Identity and Access Management - Identity Center Getting StartedA 1-hour beginner course on governance and security.
AWS Identity and Access Management (IAM) - TroubleshootingA 1-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.