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 securitySubscriptionMeeting Simulator: Securing Hybrid AccessA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionMeeting Simulator: Security & Compliance SpecialistA 7-hour beginner learning path on governance and security.Open ↗Governance and securityFreeMeeting Simulator: Security & IAM Strategy , Qualifying the Access Management OpportunityA 1-hour beginner hands-on lab on governance and security.Open ↗DatabasesSubscriptionMeeting Simulator: Serverless CRUD API DevelopmentA 1-hour beginner hands-on lab on databases.Open ↗App developmentSubscriptionMeeting Simulator: Serverless Data Processing for Municipal Waste CollectionA 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionMeeting Simulator: Serverless DeveloperA 7-hour beginner learning path on app development.Open ↗App developmentSubscriptionMeeting Simulator: Single-Page App: Autonomous Recycling Vehicle Management SystemA 1-hour beginner hands-on lab on app development.Open ↗Cloud infrastructureSubscriptionMeeting Simulator: Solutions ArchitectA 17-hour beginner learning path on cloud infrastructure.Open ↗Admin and costSubscriptionMeeting Simulator: Space Station Network Traffic MonitoringA 1-hour beginner hands-on lab on administration and cost.Open ↗Data engineeringSubscriptionMeeting Simulator: Supermarket Chain Analytics Platform Implementation with Data Lake ArchitectureA 1-hour beginner hands-on lab on data engineering.Open ↗App developmentSubscriptionMeeting Simulator: Transaction Search ModernizationA 1-hour beginner hands-on lab on app development.Open ↗Data engineeringSubscriptionMeeting Simulator: Transforming Our Monolithic App into Serverless MicroservicesA 1-hour beginner hands-on lab on data engineering.Open ↗Admin and costSubscriptionMeeting Simulator: Web Gaming Company - Migration to ServerlessA 1-hour beginner hands-on lab on administration and cost.Open ↗OtherFreeMicrosoft Workloads on AWS Learning PlanAn 8.7-hour beginner learning path.Open ↗GenAI and LLMsFreeMigrate from Amazon Nova 1 to Amazon Nova 2 on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.Open ↗Data engineeringFreeMigrate Oracle Materialized Views with AWS DMS and Fast RefreshA 45-minute advanced course on data engineering.Open ↗Data engineeringFreeMigrate VMware Storage to Amazon FSx for NetApp ONTAP using AWS TransformA 45-minute advanced course on data engineering.Open ↗GenAI and LLMsFreeMigrating a text agent to a voice assistant with Amazon Nova 2 SonicA 45-minute advanced course on generative AI and LLMs.Open ↗Admin and costSubscriptionMigrating On-Premises NFS Using AWS DataSync and AWS Storage GatewayA 1.3-hour advanced hands-on lab on administration and cost.Open ↗Admin and costFreeMigrating SAP Workloads to AWSA 1-hour beginner course on administration and cost.Open ↗Admin and costFreeMigrating to Amazon MQ for RabbitMQA 1.5-hour intermediate course on administration and cost.Open ↗Admin and costFreeMigrating to AWS GravitonA 2.5-hour intermediate course on administration and cost.Open ↗SQL and analyticsFreeMigration Evaluator – Gather Insights to Deliver a Migration Business CaseA 1.5-hour intermediate course on SQL, analytics and BI.Open ↗Admin and costFreeMigration Foundations Knowledge Badge AssessmentA 1.5-hour intermediate course on administration and cost.Open ↗GenAI and LLMsFreeMitigating Adversarial Prompting with Amazon BedrockA 2-hour intermediate course on generative AI and LLMs.Open ↗Admin and costFreeModernization and Migration as a Resilience StrategyA 9.3-hour intermediate learning path on administration and cost.Open ↗Admin and costFreeModernize a monolith to ECS and Fargate using Application DiscoveryA 50-minute intermediate course on administration and cost.Open ↗GenAI and LLMsFreeModernizing KYC with AWS serverless solutions and agentic AI for financial servicesA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionMonitor a ML Model for Data Drift with Amazon CloudWatchA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Admin and costFreeMonitor Java applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeMonitor Python applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.Open ↗DatabasesFreeMonitoring and Logging with Amazon RDS and Aurora PostgreSQLA 1.3-hour intermediate course on databases.Open ↗Admin and costFreeMonitoring and Managing AWS Infrastructure: Observability that Drives ActionA 12.3-hour intermediate learning path on administration and cost.Open ↗GenAI and LLMsFreeMonitoring and Troubleshooting Generative AI Applications on AWSA 5-hour intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeMulti-Account Resource Inventory and VisualizationA 2-hour advanced course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeMulti-tenant LLM analytics with row-level security: How we built a secure agent on AWSA 45-minute intermediate course on generative AI and LLMs.Open ↗DatabasesFreeMVCC in PostgreSQL and Vacuum InternalsA 1.3-hour intermediate course on databases.Open ↗GenAI and LLMsFreeNavigating EU AI Act requirements for LLM fine-tuning on Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.Open ↗Cloud infrastructureFreeNetwork Load Balancer (NLB) Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeNetworking Core - Knowledge Badge Readiness Path (includes labs)A 30.9-hour beginner learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeNetworking Core Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureFreeNetworking Core Pre-AssessmentA beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeNova Forge SDK series part 2: Practical guide to fine-tune Nova models using data mixing capabilitiesA 45-minute advanced course on generative AI and LLMs.Open ↗SQL and analyticsFreeOAuth 2.0, LDAP, and HTTP auth for Amazon MQ for RabbitMQA 45-minute advanced course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeObject detection with Amazon Nova 2 LiteA 45-minute intermediate course on generative AI and LLMs.Open ↗Cloud infrastructureFreeObject Storage - Knowledge Badge Readiness Path (includes Labs)A 20.3-hour beginner learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeObject Storage Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.Open ↗Admin and costFreeObservability for AWS Step FunctionsA 1.5-hour intermediate course on administration and cost.Open ↗App developmentSubscriptionOfficial Practice Exam: AWS Certified Developer-Associate (DVA-C03 - English)A 2.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗Admin and costSubscriptionOfficial Practice Exam: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 3-hour intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.Open ↗
Training
Meeting Simulator: Securing Hybrid AccessA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Security & Compliance SpecialistA 7-hour beginner learning path on governance and security.
Meeting Simulator: Security & IAM Strategy , Qualifying the Access Management OpportunityA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Serverless CRUD API DevelopmentA 1-hour beginner hands-on lab on databases.
Meeting Simulator: Serverless Data Processing for Municipal Waste CollectionA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Serverless DeveloperA 7-hour beginner learning path on app development.
Meeting Simulator: Single-Page App: Autonomous Recycling Vehicle Management SystemA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Solutions ArchitectA 17-hour beginner learning path on cloud infrastructure.
Meeting Simulator: Space Station Network Traffic MonitoringA 1-hour beginner hands-on lab on administration and cost.
Meeting Simulator: Supermarket Chain Analytics Platform Implementation with Data Lake ArchitectureA 1-hour beginner hands-on lab on data engineering.
Meeting Simulator: Transaction Search ModernizationA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Transforming Our Monolithic App into Serverless MicroservicesA 1-hour beginner hands-on lab on data engineering.
Meeting Simulator: Web Gaming Company - Migration to ServerlessA 1-hour beginner hands-on lab on administration and cost.
Microsoft Workloads on AWS Learning PlanAn 8.7-hour beginner learning path.
Migrate from Amazon Nova 1 to Amazon Nova 2 on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.
Migrate Oracle Materialized Views with AWS DMS and Fast RefreshA 45-minute advanced course on data engineering.
Migrate VMware Storage to Amazon FSx for NetApp ONTAP using AWS TransformA 45-minute advanced course on data engineering.
Migrating a text agent to a voice assistant with Amazon Nova 2 SonicA 45-minute advanced course on generative AI and LLMs.
Migrating On-Premises NFS Using AWS DataSync and AWS Storage GatewayA 1.3-hour advanced hands-on lab on administration and cost.
Migrating SAP Workloads to AWSA 1-hour beginner course on administration and cost.
Migrating to Amazon MQ for RabbitMQA 1.5-hour intermediate course on administration and cost.
Migrating to AWS GravitonA 2.5-hour intermediate course on administration and cost.
Migration Evaluator – Gather Insights to Deliver a Migration Business CaseA 1.5-hour intermediate course on SQL, analytics and BI.
Migration Foundations Knowledge Badge AssessmentA 1.5-hour intermediate course on administration and cost.
Mitigating Adversarial Prompting with Amazon BedrockA 2-hour intermediate course on generative AI and LLMs.
Modernization and Migration as a Resilience StrategyA 9.3-hour intermediate learning path on administration and cost.
Modernize a monolith to ECS and Fargate using Application DiscoveryA 50-minute intermediate course on administration and cost.
Modernizing KYC with AWS serverless solutions and agentic AI for financial servicesA 45-minute intermediate course on generative AI and LLMs.
Monitor a ML Model for Data Drift with Amazon CloudWatchA 1-hour advanced hands-on lab on generative AI and LLMs.
Monitor Java applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.
Monitor Python applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.
Monitoring and Logging with Amazon RDS and Aurora PostgreSQLA 1.3-hour intermediate course on databases.
Monitoring and Managing AWS Infrastructure: Observability that Drives ActionA 12.3-hour intermediate learning path on administration and cost.
Monitoring and Troubleshooting Generative AI Applications on AWSA 5-hour intermediate course on generative AI and LLMs.
Multi-Account Resource Inventory and VisualizationA 2-hour advanced course on SQL, analytics and BI.
Multi-tenant LLM analytics with row-level security: How we built a secure agent on AWSA 45-minute intermediate course on generative AI and LLMs.
MVCC in PostgreSQL and Vacuum InternalsA 1.3-hour intermediate course on databases.
Navigating EU AI Act requirements for LLM fine-tuning on Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.
Network Load Balancer (NLB) Getting StartedA 1-hour beginner course on cloud infrastructure.
Networking Core - Knowledge Badge Readiness Path (includes labs)A 30.9-hour beginner learning path on cloud infrastructure.
Networking Core Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Networking Core Pre-AssessmentA beginner course on cloud infrastructure.
Nova Forge SDK series part 2: Practical guide to fine-tune Nova models using data mixing capabilitiesA 45-minute advanced course on generative AI and LLMs.
OAuth 2.0, LDAP, and HTTP auth for Amazon MQ for RabbitMQA 45-minute advanced course on SQL, analytics and BI.
Object detection with Amazon Nova 2 LiteA 45-minute intermediate course on generative AI and LLMs.
Object Storage - Knowledge Badge Readiness Path (includes Labs)A 20.3-hour beginner learning path on cloud infrastructure.
Object Storage Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.
Observability for AWS Step FunctionsA 1.5-hour intermediate course on administration and cost.
Official Practice Exam: AWS Certified Developer-Associate (DVA-C03 - English)A 2.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Official Practice Exam: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 3-hour intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.

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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