Data and AI platform training

10,271 trainings · 69 hand-checked

AWS training

AWS Skill Builder · 2,481 trainings, 1,592 free · 318 retired kept

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

Full catalog

Read Nov 2026
Governance and securityFreeBuild with AWS Config - Enabling Security Controls and Incident ResponseA 1-hour intermediate course on governance and security.Open ↗Governance and securityFreeBuild with AWS Security Hub CSPMA 1.5-hour intermediate course on governance and security.Open ↗Cloud infrastructureFreeBuild With AWS Transit GatewayA 1.5-hour intermediate course on cloud infrastructure.Open ↗AI agentsFreeBuild your first GraphRAG Powered Agent with Amazon Neptune (No Graph Expert Required)A 1-hour intermediate course on AI agents.Open ↗Cloud infrastructureSubscriptionBuilder Labs: Block Storage and File Storage on AWSA 7.8-hour intermediate learning path on cloud infrastructure.Open ↗DatabasesSubscriptionBuilder Labs: Caching Solutions and Specialized DatabasesA 5-hour intermediate learning path on databases.Open ↗Cloud infrastructureSubscriptionBuilder Labs: Compute and Infrastructure FoundationsA 7.8-hour intermediate learning path on cloud infrastructure.Open ↗Admin and costSubscriptionBuilder Labs: Compute, Storage and OperationsA 6-hour intermediate learning path on administration and cost.Open ↗Data engineeringSubscriptionBuilder Labs: Container Technologies and Orchestration on AWSAn 8-hour intermediate learning path on data engineering.Open ↗SQL and analyticsSubscriptionBuilder Labs: Data Analytics, BI and Datawarehouse SolutionsA 20-hour intermediate learning path on SQL, analytics and BI.Open ↗DatabasesSubscriptionBuilder Labs: Database Management, Migration and BackupAn 8.8-hour advanced learning path on databases.Open ↗DatabasesSubscriptionBuilder Labs: Database Solutions with Amazon RDS and Amazon AuroraA 9-hour intermediate learning path on databases.Open ↗App developmentSubscriptionBuilder Labs: Deploy APIs and Serverless ApplicationsA 7.8-hour intermediate learning path on app development.Open ↗Admin and costSubscriptionBuilder Labs: DevOps and Developer ToolsAn 8.8-hour intermediate learning path on administration and cost.Open ↗Governance and securitySubscriptionBuilder Labs: Encryption, Security and Threat ProtectionA 14.5-hour advanced learning path on governance and security.Open ↗StreamingSubscriptionBuilder Labs: Event-Driven and Messaging ApplicationsA 7.7-hour intermediate learning path on streaming.Open ↗GenAI and LLMsSubscriptionBuilder Labs: Generative AI on AWSA 12.4-hour intermediate learning path on generative AI and LLMs.Open ↗Admin and costSubscriptionBuilder Labs: Infrastructure as Code (IaC) and Cloud OperationsA 9.5-hour intermediate learning path on administration and cost.Open ↗GenAI and LLMsSubscriptionBuilder Labs: Machine Learning and AI FoundationsA 10.5-hour intermediate learning path on generative AI and LLMs.Open ↗Governance and securitySubscriptionBuilder Labs: Network Security and Firewall SolutionsA 9.5-hour intermediate learning path on governance and security.Open ↗Cloud infrastructureSubscriptionBuilder Labs: Networking and Content DeliveryA 10-hour intermediate learning path on cloud infrastructure.Open ↗DatabasesSubscriptionBuilder Labs: NoSQL Databases with Amazon DynamoDBA 5.8-hour intermediate learning path on databases.Open ↗Cloud infrastructureSubscriptionBuilder Labs: Object Storage Solutions with Amazon S3A 7-hour intermediate learning path on cloud infrastructure.Open ↗Admin and costSubscriptionBuilder Labs: Observability and Resource MonitoringA 7.5-hour intermediate learning path on administration and cost.Open ↗Governance and securitySubscriptionBuilder Labs: Security and Identity Management FoundationsAn 8.8-hour intermediate learning path on governance and security.Open ↗StreamingSubscriptionBuilder Labs: Serverless and Event-Driven ArchitecturesAn 8.8-hour intermediate learning path on streaming.Open ↗Cloud infrastructureSubscriptionBuilder Labs: VPC and Networking FoundationsAn 11.8-hour intermediate learning path on cloud infrastructure.Open ↗GenAI and LLMsFreeBuilding a Chat CLI with the Amazon Bedrock Converse APIA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding a Real-Time Voice Agent with Strands SDK, Amazon Nova Sonic and Amazon Bedrock AgentcoreA 1-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding a Secure Auth Code Flow Setup Using AgentCore Gateway with MCP ClientsA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding a serverless AI assistant at Pelago: concept to care in two weeksA 45-minute intermediate course on generative AI and LLMs.Open ↗App developmentSubscriptionBuilding a Serverless API with Amazon API GatewayA 1-hour intermediate hands-on lab on app development.Open ↗Cloud infrastructureSubscriptionBuilding a VPC Lattice Service NetworkA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsPaidBuilding Advanced Agentic Systems on AWSAn 8-hour advanced live class on generative AI and LLMs.Open ↗GenAI and LLMsPaidBuilding Agentic AI with Amazon Bedrock AgentCoreAn 8-hour intermediate live class on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding AI Agent Harnesses with Strands AgentsA 2-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding and Deploying Agents on Amazon Bedrock AgentCore RuntimeA 1.5-hour advanced course on generative AI and LLMs.Open ↗Cloud infrastructureFreeBuilding AWS Solutions: Scale-Out Computing on AWSA 45-minute intermediate course on cloud infrastructure.Open ↗SQL and analyticsSubscriptionBuilding BI Dashboards with Amazon Quick SightA 1.3-hour beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeBuilding bilingual NER for cargo logistics with Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 VectorsA 1.5-hour intermediate course on generative AI and LLMs.Open ↗Cloud infrastructureFreeBuilding hybrid multi-tenant architecture for stateful services on AWSA 45-minute intermediate course on cloud infrastructure.Open ↗GenAI and LLMsFreeBuilding intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge BasesA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding Intelligent Photo Search with AWS AI ServicesA 1.3-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutionsA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding Intelligent Search with Bedrock and OpenSearch for hybrid RAGA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeBuilding Machine Learning Workflows with the Amazon SageMaker AI Python SDK v3A 5-hour intermediate course on generative AI and LLMs.Open ↗Admin and costFreeBuilding Mainframe Modernization Practices with AWSA 1-hour beginner course on administration and cost.Open ↗GenAI and LLMsFreeBuilding Multi-Agent Systems with Strands AgentsA 2-hour intermediate course on generative AI and LLMs.Open ↗Admin and costFreeBuilding multi-Region resiliency for AWS CloudFormation custom resource deploymentA 45-minute intermediate course on administration and cost.Open ↗
Training
Build with AWS Config - Enabling Security Controls and Incident ResponseA 1-hour intermediate course on governance and security.
Build with AWS Security Hub CSPMA 1.5-hour intermediate course on governance and security.
Build With AWS Transit GatewayA 1.5-hour intermediate course on cloud infrastructure.
Build your first GraphRAG Powered Agent with Amazon Neptune (No Graph Expert Required)A 1-hour intermediate course on AI agents.
Builder Labs: Block Storage and File Storage on AWSA 7.8-hour intermediate learning path on cloud infrastructure.
Builder Labs: Caching Solutions and Specialized DatabasesA 5-hour intermediate learning path on databases.
Builder Labs: Compute and Infrastructure FoundationsA 7.8-hour intermediate learning path on cloud infrastructure.
Builder Labs: Compute, Storage and OperationsA 6-hour intermediate learning path on administration and cost.
Builder Labs: Container Technologies and Orchestration on AWSAn 8-hour intermediate learning path on data engineering.
Builder Labs: Data Analytics, BI and Datawarehouse SolutionsA 20-hour intermediate learning path on SQL, analytics and BI.
Builder Labs: Database Management, Migration and BackupAn 8.8-hour advanced learning path on databases.
Builder Labs: Database Solutions with Amazon RDS and Amazon AuroraA 9-hour intermediate learning path on databases.
Builder Labs: Deploy APIs and Serverless ApplicationsA 7.8-hour intermediate learning path on app development.
Builder Labs: DevOps and Developer ToolsAn 8.8-hour intermediate learning path on administration and cost.
Builder Labs: Encryption, Security and Threat ProtectionA 14.5-hour advanced learning path on governance and security.
Builder Labs: Event-Driven and Messaging ApplicationsA 7.7-hour intermediate learning path on streaming.
Builder Labs: Generative AI on AWSA 12.4-hour intermediate learning path on generative AI and LLMs.
Builder Labs: Infrastructure as Code (IaC) and Cloud OperationsA 9.5-hour intermediate learning path on administration and cost.
Builder Labs: Machine Learning and AI FoundationsA 10.5-hour intermediate learning path on generative AI and LLMs.
Builder Labs: Network Security and Firewall SolutionsA 9.5-hour intermediate learning path on governance and security.
Builder Labs: Networking and Content DeliveryA 10-hour intermediate learning path on cloud infrastructure.
Builder Labs: NoSQL Databases with Amazon DynamoDBA 5.8-hour intermediate learning path on databases.
Builder Labs: Object Storage Solutions with Amazon S3A 7-hour intermediate learning path on cloud infrastructure.
Builder Labs: Observability and Resource MonitoringA 7.5-hour intermediate learning path on administration and cost.
Builder Labs: Security and Identity Management FoundationsAn 8.8-hour intermediate learning path on governance and security.
Builder Labs: Serverless and Event-Driven ArchitecturesAn 8.8-hour intermediate learning path on streaming.
Builder Labs: VPC and Networking FoundationsAn 11.8-hour intermediate learning path on cloud infrastructure.
Building a Chat CLI with the Amazon Bedrock Converse APIA 1-hour intermediate course on generative AI and LLMs.
Building a Real-Time Voice Agent with Strands SDK, Amazon Nova Sonic and Amazon Bedrock AgentcoreA 1-hour advanced course on generative AI and LLMs.
Building a Secure Auth Code Flow Setup Using AgentCore Gateway with MCP ClientsA 45-minute advanced course on generative AI and LLMs.
Building a serverless AI assistant at Pelago: concept to care in two weeksA 45-minute intermediate course on generative AI and LLMs.
Building a Serverless API with Amazon API GatewayA 1-hour intermediate hands-on lab on app development.
Building a VPC Lattice Service NetworkA 1-hour beginner hands-on lab on cloud infrastructure.
Building Advanced Agentic Systems on AWSAn 8-hour advanced live class on generative AI and LLMs.
Building Agentic AI with Amazon Bedrock AgentCoreAn 8-hour intermediate live class on generative AI and LLMs.
Building AI Agent Harnesses with Strands AgentsA 2-hour beginner course on generative AI and LLMs.
Building and Deploying Agents on Amazon Bedrock AgentCore RuntimeA 1.5-hour advanced course on generative AI and LLMs.
Building AWS Solutions: Scale-Out Computing on AWSA 45-minute intermediate course on cloud infrastructure.
Building BI Dashboards with Amazon Quick SightA 1.3-hour beginner hands-on lab on SQL, analytics and BI.
Building bilingual NER for cargo logistics with Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.
Building cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 VectorsA 1.5-hour intermediate course on generative AI and LLMs.
Building hybrid multi-tenant architecture for stateful services on AWSA 45-minute intermediate course on cloud infrastructure.
Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge BasesA 45-minute intermediate course on generative AI and LLMs.
Building Intelligent Photo Search with AWS AI ServicesA 1.3-hour intermediate course on generative AI and LLMs.
Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutionsA 45-minute advanced course on generative AI and LLMs.
Building Intelligent Search with Bedrock and OpenSearch for hybrid RAGA 45-minute intermediate course on generative AI and LLMs.
Building Machine Learning Workflows with the Amazon SageMaker AI Python SDK v3A 5-hour intermediate course on generative AI and LLMs.
Building Mainframe Modernization Practices with AWSA 1-hour beginner course on administration and cost.
Building Multi-Agent Systems with Strands AgentsA 2-hour intermediate course on generative AI and LLMs.
Building multi-Region resiliency for AWS CloudFormation custom resource deploymentA 45-minute intermediate course on administration and cost.

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

Certifications these courses prepare for

CertificationCoursesFree
AWS Certified Data Engineer - Associate10
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