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

AcademyCompare

AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog

Read Nov 2026
OtherSubscriptionAWS SimuLearn: Enforcing Mask Wearing in HospitalsA 1-hour intermediate hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Enhance LLM Capabilities with a Vector DatabaseA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Data engineeringSubscriptionAWS SimuLearn: ETL at the EdgeA 1-hour intermediate hands-on lab on data engineering.Open ↗Data engineeringSubscriptionAWS SimuLearn: Event-Driven ETL AutomationA 1-hour intermediate hands-on lab on data engineering.Open ↗Data engineeringSubscriptionAWS SimuLearn: Event-Driven Serverless ETLA 1-hour intermediate hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Extract Text from DocsA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Federated QueriesA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗Cloud infrastructureFreeAWS SimuLearn: File Systems in the CloudA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Fine-Tune a Base Model with RLHFA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗DatabasesFreeAWS SimuLearn: First NoSQL DatabaseA 1-hour beginner hands-on lab on databases.Open ↗OtherSubscriptionAWS SimuLearn: Flagging Suspicious Healthcare ClaimsA 1-hour advanced hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Generative AI App for Teaching and LearningA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Generative AI for Personalized MarketingA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Get Home SafeA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Getting startedFreeAWS SimuLearn: Getting Started with AgentCore RuntimeA 1-hour beginner hands-on lab for getting started.Open ↗AI agentsSubscriptionAWS SimuLearn: Governing Agent Actions with Cedar PoliciesA 1-hour advanced hands-on lab on AI agents.Open ↗OtherSubscriptionAWS SimuLearn: Grid Computing for Capital MarketsA 1-hour advanced hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Harness the Power of LangChainA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionAWS SimuLearn: Identity and Access ManagementA 1-hour beginner hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Image and Video AnalysisA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionAWS SimuLearn: Incident ResponseA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionAWS SimuLearn: Increase Security with VPC EndpointsA 1-hour intermediate hands-on lab on governance and security.Open ↗OtherSubscriptionAWS SimuLearn: Industrial Personnel and Hazard TrackingA 1-hour intermediate hands-on lab.Open ↗Governance and securitySubscriptionAWS SimuLearn: Infrastructure as CodeA 1-hour beginner hands-on lab on governance and security.Open ↗Data engineeringSubscriptionAWS SimuLearn: Ingesting Exchange Data in Near Real TimeA 1-hour intermediate hands-on lab on data engineering.Open ↗App developmentSubscriptionAWS SimuLearn: Integrating Serverless ApplicationsA 1-hour intermediate hands-on lab on app development.Open ↗App developmentSubscriptionAWS SimuLearn: Intelligent Application ProtectionA 1-hour intermediate hands-on lab on app development.Open ↗Governance and securitySubscriptionAWS SimuLearn: Intelligent EC2 MonitoringA 1-hour intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Intelligent Video and Audio Q&A with LLMsA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Inter-Region PeeringA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗OtherSubscriptionAWS SimuLearn: Investing Research Content DistributionA 1-hour intermediate hands-on lab.Open ↗Cloud infrastructureFreeAWS SimuLearn: Knowledge Integration with Amazon QuickA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Lending Analytics Solution in MinutesA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗OtherSubscriptionAWS SimuLearn: Loan Forms ProcessingA 1-hour beginner hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Moderating AI Chat App ConversationsA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Moderator for Generative AI ContentA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Modern Data Architectures with LLMsA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Admin and costSubscriptionAWS SimuLearn: Monitor and Analyze Network TrafficA 1-hour intermediate hands-on lab on administration and cost.Open ↗AI agentsSubscriptionAWS SimuLearn: Multi-Agent Prior Authorization SystemA 1-hour advanced hands-on lab on AI agents.Open ↗Admin and costSubscriptionAWS SimuLearn: Multi-Language Notifications for Global AccountsA 1-hour advanced hands-on lab on administration and cost.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Multimodal AI System Design with Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗AI agentsSubscriptionAWS SimuLearn: Observability and Cost Attribution for Multi-Agent SystemsA 1-hour advanced hands-on lab on AI agents.Open ↗AI agentsSubscriptionAWS SimuLearn: Ontology-Grounded Polyglot Persistence for Agentic ApplicationsA 1-hour advanced hands-on lab on AI agents.Open ↗OtherSubscriptionAWS SimuLearn: Open Finance Data AggregatorA 1-hour intermediate hands-on lab.Open ↗Data engineeringSubscriptionAWS SimuLearn: Orchestrate Serverless WorkflowsA 1-hour advanced hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Orchestrating AI Agents with AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Governance and securityFreeAWS SimuLearn: Organizing Enterprise Knowledge and Securing Data with Amazon QuickA 1-hour intermediate hands-on lab on governance and security.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: OTA Updates in Edge DevicesA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗App developmentSubscriptionAWS SimuLearn: Parallel Data ProcessingA 1-hour intermediate hands-on lab on app development.Open ↗OtherSubscriptionAWS SimuLearn: PCI DSS Compliant Logs ProcessingA 1-hour intermediate hands-on lab.Open ↗
Training
AWS SimuLearn: Enforcing Mask Wearing in HospitalsA 1-hour intermediate hands-on lab.
AWS SimuLearn: Enhance LLM Capabilities with a Vector DatabaseA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: ETL at the EdgeA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Event-Driven ETL AutomationA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Event-Driven Serverless ETLA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Extract Text from DocsA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Federated QueriesA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: File Systems in the CloudA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Fine-Tune a Base Model with RLHFA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: First NoSQL DatabaseA 1-hour beginner hands-on lab on databases.
AWS SimuLearn: Flagging Suspicious Healthcare ClaimsA 1-hour advanced hands-on lab.
AWS SimuLearn: Generative AI App for Teaching and LearningA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Generative AI for Personalized MarketingA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Get Home SafeA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Getting Started with AgentCore RuntimeA 1-hour beginner hands-on lab for getting started.
AWS SimuLearn: Governing Agent Actions with Cedar PoliciesA 1-hour advanced hands-on lab on AI agents.
AWS SimuLearn: Grid Computing for Capital MarketsA 1-hour advanced hands-on lab.
AWS SimuLearn: Harness the Power of LangChainA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Identity and Access ManagementA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Image and Video AnalysisA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Incident ResponseA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Increase Security with VPC EndpointsA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Industrial Personnel and Hazard TrackingA 1-hour intermediate hands-on lab.
AWS SimuLearn: Infrastructure as CodeA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Ingesting Exchange Data in Near Real TimeA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Integrating Serverless ApplicationsA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Intelligent Application ProtectionA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Intelligent EC2 MonitoringA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Intelligent Video and Audio Q&A with LLMsA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Inter-Region PeeringA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Investing Research Content DistributionA 1-hour intermediate hands-on lab.
AWS SimuLearn: Knowledge Integration with Amazon QuickA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Lending Analytics Solution in MinutesA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Loan Forms ProcessingA 1-hour beginner hands-on lab.
AWS SimuLearn: Moderating AI Chat App ConversationsA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Moderator for Generative AI ContentA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Modern Data Architectures with LLMsA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Monitor and Analyze Network TrafficA 1-hour intermediate hands-on lab on administration and cost.
AWS SimuLearn: Multi-Agent Prior Authorization SystemA 1-hour advanced hands-on lab on AI agents.
AWS SimuLearn: Multi-Language Notifications for Global AccountsA 1-hour advanced hands-on lab on administration and cost.
AWS SimuLearn: Multimodal AI System Design with Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Observability and Cost Attribution for Multi-Agent SystemsA 1-hour advanced hands-on lab on AI agents.
AWS SimuLearn: Ontology-Grounded Polyglot Persistence for Agentic ApplicationsA 1-hour advanced hands-on lab on AI agents.
AWS SimuLearn: Open Finance Data AggregatorA 1-hour intermediate hands-on lab.
AWS SimuLearn: Orchestrate Serverless WorkflowsA 1-hour advanced hands-on lab on data engineering.
AWS SimuLearn: Orchestrating AI Agents with AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Organizing Enterprise Knowledge and Securing Data with Amazon QuickA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: OTA Updates in Edge DevicesA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Parallel Data ProcessingA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: PCI DSS Compliant Logs ProcessingA 1-hour intermediate hands-on lab.

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.