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 LLMsFreeReferencing Your Own Secrets in Amazon Bedrock AgentCore IdentityA 30-minute beginner course on generative AI and LLMs.Open ↗Cloud infrastructureFreeResilient and Scalable Compute on AWSA 10-hour intermediate learning path on cloud infrastructure.Open ↗DatabasesFreeResilient and Scalable Databases on AWSA 9-hour intermediate learning path on databases.Open ↗Cloud infrastructureFreeResilient and Scalable Storage on AWSA 10.7-hour intermediate learning path on cloud infrastructure.Open ↗GenAI and LLMsFreeResponsible AI Practices on AWSA 5.8-hour advanced learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeRestrict access to sensitive documents in your Amazon Quick knowledge bases for Amazon S3A 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeRetrieval Augmented Generation options on AWSA 1.2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeRetrieval, Citations, and Why RAG Quietly FailsA 1-hour advanced course on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionRightsize EC2 Instances using Amazon CloudWatch MetricsA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsSubscriptionRoll Out AI Decisions in Stages Using Shadow ModeA 1.5-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeRunning ComfyUI workflows on Amazon SageMaker AI processing jobsA 45-minute intermediate course on generative AI and LLMs.Open ↗Data engineeringFreeS&P Global's innovative disaster recovery strategy using Amazon FSx for NetApp ONTAP snapshotsA 45-minute advanced course on data engineering.Open ↗GenAI and LLMsFreeSafeguard generative AI applications with Amazon Bedrock GuardrailsA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeSafeguard your agentic AI applications with the Amazon Bedrock Guardrails InvokeGuardrailChecks APIA 45-minute intermediate course on generative AI and LLMs.Open ↗OtherFreeScaled hiring with Amazon Connect Talent (Tech Preview)A 1-hour beginner course.Open ↗GenAI and LLMsFreeScaling content review operations with multi-agent workflowA 45-minute intermediate course on generative AI and LLMs.Open ↗AI agentsFreeScaling Patterns for Self-organizing Multi-agent Clusters with KiroA 45-minute advanced course on AI agents.Open ↗GenAI and LLMsFreeSecure AI agents with Amazon Bedrock AgentCore Identity on Amazon ECSA 45-minute beginner course on generative AI and LLMs.Open ↗Governance and securityFreeSecure team file sharing on Amazon WorkSpaces with Amazon EFSA 45-minute advanced course on governance and security.Open ↗GenAI and LLMsFreeSecuring Agentic Workflows: Identity Propagation with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeSecuring Amazon Quick from POC to production: Agents, Flows, and SpacesA 45-minute advanced course on generative AI and LLMs.Open ↗Governance and securityFreeSecuring DNS with Palo Alto Networks in AWS DNS FirewallA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeSecuring Your Cloud: Essential Controls to Protect Your BusinessA 3-hour intermediate course on governance and security.Open ↗DatabasesFreeSecurity Aspects of RDS and Aurora PostgreSQLA 1.5-hour intermediate course on databases.Open ↗Governance and securityPaidSecurity Engineering on AWS with AWS JamA 32-hour intermediate live class on governance and security.Open ↗Governance and securityFreeSecurity Governance at Scale – Technical (Digital)A 4-hour intermediate course on governance and security.Open ↗GenAI and LLMsFreeSecurity Hub adds AI workload protection and multicloud support for Microsoft AzureA 45-minute beginner course on generative AI and LLMs.Open ↗Governance and securityFreeSecurity Incident Response: The customer’s journey to accelerating the incident response lifecycleA 1-hour intermediate course on governance and security.Open ↗Governance and securityFreeSecurity Learning Plan: Identity & Access Management (includes labs)A 4.2-hour intermediate learning path on governance and security.Open ↗Governance and securitySubscriptionSecurity Monitoring with Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.Open ↗Governance and securityFreeSensitive Data Detection with Amazon MacieA 1.2-hour intermediate course on governance and security.Open ↗App developmentFreeServerless Knowledge Badge AssessmentA 1.5-hour intermediate course on app development.Open ↗App developmentSubscriptionSetting up Amazon S3 for Application StorageA 1.5-hour intermediate hands-on lab on app development.Open ↗Admin and costFreeSetup Amazon Q DeveloperA 20-minute beginner course on administration and cost.Open ↗Admin and costSubscriptionSetup S3 File Gateway using AWS Storage GatewayA 1.5-hour beginner hands-on lab on administration and cost.Open ↗GenAI and LLMsFreeShared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeShift-Left Tag Compliance using AWS Organizations and TerraformA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeSimplify AWS Control Tower governance with enhanced AWS CloudFormation HooksA 45-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeSimplify model selection in Amazon Bedrock with the open source Model ProfilerA 45-minute intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeSimplifying and modernizing home search at Compass with Amazon OpenSearch ServiceA 45-minute intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeSimplifying Prometheus metrics collection across your AWS infrastructureA 45-minute intermediate course on SQL, analytics and BI.Open ↗App developmentFreeSoftware Development with Amazon Q DeveloperA 30-minute beginner course on app development.Open ↗Cloud infrastructureFreeSpecification-driven composition for flexible data workflowsA 45-minute intermediate course on cloud infrastructure.Open ↗GenAI and LLMsFreeSpeech-to-Speech Workflows with Nova SonicA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeStrands Shell: Sandboxed Agent Execution for Production WorkloadsA 2-hour advanced course on generative AI and LLMs.Open ↗SQL and analyticsFreeStreaming CloudWatch metrics to VPC-based OpenTelemetry collectors using LambdaA 45-minute intermediate course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeStreamline deep learning environments with Amazon Q Developer and MCPA 2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeStreamline GitHub workflows with generative AI using Amazon Bedrock and MCPA 2-hour advanced course on generative AI and LLMs.Open ↗StreamingFreeStreamlining Your Audit Process: Automated Compliance Management in AWSA 2-hour intermediate course on streaming.Open ↗Governance and securityFreeTailoring Your Cloud Foundation: Customizing Control Tower for Your Business NeedsA 2-hour advanced course on governance and security.Open ↗
Training
Referencing Your Own Secrets in Amazon Bedrock AgentCore IdentityA 30-minute beginner course on generative AI and LLMs.
Resilient and Scalable Compute on AWSA 10-hour intermediate learning path on cloud infrastructure.
Resilient and Scalable Databases on AWSA 9-hour intermediate learning path on databases.
Resilient and Scalable Storage on AWSA 10.7-hour intermediate learning path on cloud infrastructure.
Responsible AI Practices on AWSA 5.8-hour advanced learning path on generative AI and LLMs.
Restrict access to sensitive documents in your Amazon Quick knowledge bases for Amazon S3A 45-minute intermediate course on generative AI and LLMs.
Retrieval Augmented Generation options on AWSA 1.2-hour intermediate course on generative AI and LLMs.
Retrieval, Citations, and Why RAG Quietly FailsA 1-hour advanced course on generative AI and LLMs.
Rightsize EC2 Instances using Amazon CloudWatch MetricsA 1-hour intermediate hands-on lab on SQL, analytics and BI.
Roll Out AI Decisions in Stages Using Shadow ModeA 1.5-hour advanced hands-on lab on generative AI and LLMs.
Running ComfyUI workflows on Amazon SageMaker AI processing jobsA 45-minute intermediate course on generative AI and LLMs.
S&P Global's innovative disaster recovery strategy using Amazon FSx for NetApp ONTAP snapshotsA 45-minute advanced course on data engineering.
Safeguard generative AI applications with Amazon Bedrock GuardrailsA 45-minute advanced course on generative AI and LLMs.
Safeguard your agentic AI applications with the Amazon Bedrock Guardrails InvokeGuardrailChecks APIA 45-minute intermediate course on generative AI and LLMs.
Scaled hiring with Amazon Connect Talent (Tech Preview)A 1-hour beginner course.
Scaling content review operations with multi-agent workflowA 45-minute intermediate course on generative AI and LLMs.
Scaling Patterns for Self-organizing Multi-agent Clusters with KiroA 45-minute advanced course on AI agents.
Secure AI agents with Amazon Bedrock AgentCore Identity on Amazon ECSA 45-minute beginner course on generative AI and LLMs.
Secure team file sharing on Amazon WorkSpaces with Amazon EFSA 45-minute advanced course on governance and security.
Securing Agentic Workflows: Identity Propagation with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Securing Amazon Quick from POC to production: Agents, Flows, and SpacesA 45-minute advanced course on generative AI and LLMs.
Securing DNS with Palo Alto Networks in AWS DNS FirewallA 1-hour beginner course on governance and security.
Securing Your Cloud: Essential Controls to Protect Your BusinessA 3-hour intermediate course on governance and security.
Security Aspects of RDS and Aurora PostgreSQLA 1.5-hour intermediate course on databases.
Security Engineering on AWS with AWS JamA 32-hour intermediate live class on governance and security.
Security Governance at Scale – Technical (Digital)A 4-hour intermediate course on governance and security.
Security Hub adds AI workload protection and multicloud support for Microsoft AzureA 45-minute beginner course on generative AI and LLMs.
Security Incident Response: The customer’s journey to accelerating the incident response lifecycleA 1-hour intermediate course on governance and security.
Security Learning Plan: Identity & Access Management (includes labs)A 4.2-hour intermediate learning path on governance and security.
Security Monitoring with Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.
Sensitive Data Detection with Amazon MacieA 1.2-hour intermediate course on governance and security.
Serverless Knowledge Badge AssessmentA 1.5-hour intermediate course on app development.
Setting up Amazon S3 for Application StorageA 1.5-hour intermediate hands-on lab on app development.
Setup Amazon Q DeveloperA 20-minute beginner course on administration and cost.
Setup S3 File Gateway using AWS Storage GatewayA 1.5-hour beginner hands-on lab on administration and cost.
Shared infrastructure, isolated tenants: Pool model multi-tenancy with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Shift-Left Tag Compliance using AWS Organizations and TerraformA 45-minute advanced course on generative AI and LLMs.
Simplify AWS Control Tower governance with enhanced AWS CloudFormation HooksA 45-minute beginner course on generative AI and LLMs.
Simplify model selection in Amazon Bedrock with the open source Model ProfilerA 45-minute intermediate course on generative AI and LLMs.
Simplifying and modernizing home search at Compass with Amazon OpenSearch ServiceA 45-minute intermediate course on SQL, analytics and BI.
Simplifying Prometheus metrics collection across your AWS infrastructureA 45-minute intermediate course on SQL, analytics and BI.
Software Development with Amazon Q DeveloperA 30-minute beginner course on app development.
Specification-driven composition for flexible data workflowsA 45-minute intermediate course on cloud infrastructure.
Speech-to-Speech Workflows with Nova SonicA 1-hour intermediate course on generative AI and LLMs.
Strands Shell: Sandboxed Agent Execution for Production WorkloadsA 2-hour advanced course on generative AI and LLMs.
Streaming CloudWatch metrics to VPC-based OpenTelemetry collectors using LambdaA 45-minute intermediate course on SQL, analytics and BI.
Streamline deep learning environments with Amazon Q Developer and MCPA 2-hour intermediate course on generative AI and LLMs.
Streamline GitHub workflows with generative AI using Amazon Bedrock and MCPA 2-hour advanced course on generative AI and LLMs.
Streamlining Your Audit Process: Automated Compliance Management in AWSA 2-hour intermediate course on streaming.
Tailoring Your Cloud Foundation: Customizing Control Tower for Your Business NeedsA 2-hour advanced 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.