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 LLMsFreeBest practices for multi-turn reinforcement learning in Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBeyond BI: How the Dataset Q&A feature of Amazon Quick powers the next generation of data decisionsA 45-minute beginner course on generative AI and LLMs.Open ↗AI agentsFreeBeyond Monitoring: Building Agentic SOC with Amazon QuickA 1.5-hour intermediate course on AI agents.Open ↗Cloud infrastructureFreeBlock Storage - Knowledge Badge Readiness Path (includes Labs)A 12.1-hour advanced learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeBlock Storage Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.Open ↗Admin and costFreeBlu Age L3 AS/400 AssessmentA 30-minute advanced course on administration and cost.Open ↗Admin and costFreeBlu Age Level 3 (L3) AssessmentA 2-hour advanced course on administration and cost.Open ↗Admin and costFreeBluAge Level 2 (L2) AssessmentA 2-hour advanced course on administration and cost.Open ↗Cloud infrastructureFreeBoost Amazon EKS Efficiency , EKS Auto Mode, AWS Graviton, and Amazon EC2 SpotA 1.5-hour advanced course on cloud infrastructure.Open ↗GenAI and LLMsFreeBuild & Deploy Agents with StrandsA 3-hour intermediate learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild a meeting prep and follow-up assistant with Amazon Quick and Cisco Webex MCP serversA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild a protein research copilot with Amazon Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild AI Agents That Remember: Agentic Memory with ValkeyA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild AI Apps with Vector Search, Flexible Schema & MCP with Amazon DocumentDBA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild AI-powered dashboard automation agents with NLP on Amazon Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild AI-powered file classification with AWS Transfer FamilyA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an agentic AI healthcare claims pipeline with Amazon Bedrock and AWS HealthLakeA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an agentic incident triage assistant with Amazon Quick and New RelicA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an AI Recommendation Engine Step by Step (Graph + Bedrock)A 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an AI-powered recruitment assistant using Amazon BedrockA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an end-to-end RFI questionnaire workflow using Amazon Quick AutomateA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an intelligent contract management solution with Amazon Quick Suite and Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an Intelligent eDiscovery Solution Using Amazon Bedrock AgentsA 1.5-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon BedrockA 40-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild an offline feature store using Amazon SageMaker Unified Studio and SageMaker CatalogA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild and scale agentic AI apps with Amazon Aurora: Multi-agent orchestrationA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild and Train AI Models Responsibly Using Amazon SageMaker AIA 1.5-hour intermediate course on generative AI and LLMs.Open ↗AI agentsFreeBuild bespoke operational workflows with AWS DevOps Agent custom SRE agentsA 45-minute intermediate course on AI agents.Open ↗GenAI and LLMsSubscriptionBuild Context-Aware Agents with Amazon Bedrock AgentCore MemoryA 1.3-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild custom code-based evaluators in Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild generative UI for AI agents on Amazon Bedrock AgentCore with the AG-UI protocolA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild Knowledge Graph-powered AI Agents For Your Use Case - with Amazon NeptuneA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild modern serverless solutions following best practices using Amazon Q Developer CLI and MCPA 1.7-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild RAG Without a Separate Vector DB , Amazon DocumentDB | Databases for AIA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild secure RAG applications with AWS serverless data lakesA 1.8-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild Strands Agents with SageMaker AI models and MLflowA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild with AgentCore EvaluationsA 1.7-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild with AgentCore HarnessA 1.5-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild with AgentCore PolicyA 1.3-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuild with AgentCore RegistryA 2.5-hour intermediate course on generative AI and LLMs.Open ↗App developmentFreeBuild with Amazon API GatewayA 1.5-hour intermediate course on app development.Open ↗App developmentFreeBuild With Amazon CloudFrontA 1.5-hour intermediate course on app development.Open ↗DatabasesFreeBuild With Amazon Elastic Container Registry (Amazon ECR)A 1.1-hour intermediate course on databases.Open ↗DatabasesFreeBuild with Amazon Keyspaces (for Apache Cassandra)A 1.1-hour intermediate course on databases.Open ↗SQL and analyticsFreeBuild with Amazon Kinesis Data StreamsA 1.1-hour intermediate course on SQL, analytics and BI.Open ↗OtherFreeBuild With Amazon OpenSearch ServiceA 1.1-hour intermediate course.Open ↗OtherFreeBuild with Amazon Simple Queue Service (Amazon SQS)A 1.1-hour intermediate course.Open ↗Governance and securityFreeBuild with AWS Command Line Interface (AWS CLI)A 2-hour intermediate course on governance and security.Open ↗
Training
Best practices for multi-turn reinforcement learning in Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.
Beyond BI: How the Dataset Q&A feature of Amazon Quick powers the next generation of data decisionsA 45-minute beginner course on generative AI and LLMs.
Beyond Monitoring: Building Agentic SOC with Amazon QuickA 1.5-hour intermediate course on AI agents.
Block Storage - Knowledge Badge Readiness Path (includes Labs)A 12.1-hour advanced learning path on cloud infrastructure.
Block Storage Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.
Blu Age L3 AS/400 AssessmentA 30-minute advanced course on administration and cost.
Blu Age Level 3 (L3) AssessmentA 2-hour advanced course on administration and cost.
BluAge Level 2 (L2) AssessmentA 2-hour advanced course on administration and cost.
Boost Amazon EKS Efficiency , EKS Auto Mode, AWS Graviton, and Amazon EC2 SpotA 1.5-hour advanced course on cloud infrastructure.
Build & Deploy Agents with StrandsA 3-hour intermediate learning path on generative AI and LLMs.
Build a meeting prep and follow-up assistant with Amazon Quick and Cisco Webex MCP serversA 45-minute advanced course on generative AI and LLMs.
Build a protein research copilot with Amazon Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.
Build AI Agents That Remember: Agentic Memory with ValkeyA 1-hour intermediate course on generative AI and LLMs.
Build AI Apps with Vector Search, Flexible Schema & MCP with Amazon DocumentDBA 1-hour intermediate course on generative AI and LLMs.
Build AI-powered dashboard automation agents with NLP on Amazon Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.
Build AI-powered file classification with AWS Transfer FamilyA 45-minute advanced course on generative AI and LLMs.
Build an agentic AI healthcare claims pipeline with Amazon Bedrock and AWS HealthLakeA 45-minute advanced course on generative AI and LLMs.
Build an agentic incident triage assistant with Amazon Quick and New RelicA 45-minute advanced course on generative AI and LLMs.
Build an AI Recommendation Engine Step by Step (Graph + Bedrock)A 1-hour intermediate course on generative AI and LLMs.
Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Build an AI-powered recruitment assistant using Amazon BedrockA 45-minute advanced course on generative AI and LLMs.
Build an end-to-end RFI questionnaire workflow using Amazon Quick AutomateA 45-minute advanced course on generative AI and LLMs.
Build an intelligent contract management solution with Amazon Quick Suite and Bedrock AgentCoreA 45-minute intermediate course on generative AI and LLMs.
Build an Intelligent eDiscovery Solution Using Amazon Bedrock AgentsA 1.5-hour advanced course on generative AI and LLMs.
Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon BedrockA 40-minute intermediate course on generative AI and LLMs.
Build an offline feature store using Amazon SageMaker Unified Studio and SageMaker CatalogA 45-minute advanced course on generative AI and LLMs.
Build and scale agentic AI apps with Amazon Aurora: Multi-agent orchestrationA 1-hour intermediate course on generative AI and LLMs.
Build and Train AI Models Responsibly Using Amazon SageMaker AIA 1.5-hour intermediate course on generative AI and LLMs.
Build bespoke operational workflows with AWS DevOps Agent custom SRE agentsA 45-minute intermediate course on AI agents.
Build Context-Aware Agents with Amazon Bedrock AgentCore MemoryA 1.3-hour intermediate hands-on lab on generative AI and LLMs.
Build custom code-based evaluators in Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Build generative UI for AI agents on Amazon Bedrock AgentCore with the AG-UI protocolA 45-minute advanced course on generative AI and LLMs.
Build Knowledge Graph-powered AI Agents For Your Use Case - with Amazon NeptuneA 1-hour intermediate course on generative AI and LLMs.
Build modern serverless solutions following best practices using Amazon Q Developer CLI and MCPA 1.7-hour intermediate course on generative AI and LLMs.
Build RAG Without a Separate Vector DB , Amazon DocumentDB | Databases for AIA 1-hour intermediate course on generative AI and LLMs.
Build secure RAG applications with AWS serverless data lakesA 1.8-hour advanced course on generative AI and LLMs.
Build Strands Agents with SageMaker AI models and MLflowA 45-minute advanced course on generative AI and LLMs.
Build with AgentCore EvaluationsA 1.7-hour intermediate course on generative AI and LLMs.
Build with AgentCore HarnessA 1.5-hour intermediate course on generative AI and LLMs.
Build with AgentCore PolicyA 1.3-hour intermediate course on generative AI and LLMs.
Build with AgentCore RegistryA 2.5-hour intermediate course on generative AI and LLMs.
Build with Amazon API GatewayA 1.5-hour intermediate course on app development.
Build With Amazon CloudFrontA 1.5-hour intermediate course on app development.
Build With Amazon Elastic Container Registry (Amazon ECR)A 1.1-hour intermediate course on databases.
Build with Amazon Keyspaces (for Apache Cassandra)A 1.1-hour intermediate course on databases.
Build with Amazon Kinesis Data StreamsA 1.1-hour intermediate course on SQL, analytics and BI.
Build With Amazon OpenSearch ServiceA 1.1-hour intermediate course.
Build with Amazon Simple Queue Service (Amazon SQS)A 1.1-hour intermediate course.
Build with AWS Command Line Interface (AWS CLI)A 2-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.