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
App developmentSubscriptionMaintain AWS Certified Developer – AssociateA 6.3-hour intermediate exam prep course on app development.Open ↗Admin and costSubscriptionMaintain AWS Certified DevOps Engineer – ProfessionalAn 8.8-hour advanced exam prep course on administration and cost.Open ↗Machine learningSubscriptionMaintain AWS Certified Machine Learning Engineer – AssociateA 6.3-hour intermediate exam prep course on machine learning and data science.Open ↗Governance and securitySubscriptionMaintain AWS Certified Security – SpecialtyAn 8.8-hour intermediate exam prep course on governance and security.Open ↗Cloud infrastructureSubscriptionMaintain AWS Certified Solutions Architect – AssociateA 6.3-hour intermediate exam prep course on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionMaintain AWS Certified Solutions Architect – ProfessionalAn 8.8-hour advanced exam prep course on cloud infrastructure.Open ↗Cloud infrastructureFreeMaking Better Decisions with Data for Small Business OwnersA 9-minute beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeManage agents, tools and skills at scale with AWS Agent RegistryA 45-minute advanced course on generative AI and LLMs.Open ↗Cloud infrastructureSubscriptionManaging Access at Scale with Amazon S3 Access PointsA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗Governance and securityFreeManaging identity source transition for AWS IAM Identity CenterA 45-minute advanced course on governance and security.Open ↗Admin and costFreeManaging Operations on AWS with Amazon Q DeveloperA 30-minute beginner course on administration and cost.Open ↗GenAI and LLMsFreeManufacturing intelligence with Amazon Nova Multimodal EmbeddingsA 45-minute advanced course on generative AI and LLMs.Open ↗StreamingFreeMastering millisecond latency and millions of events: The event-driven architecture behind the Amazon Key SuiteA 30-minute advanced course on streaming.Open ↗Data engineeringFreeMastering the AWS Marketplace for Independent Software Vendors (ISV)A 30-minute intermediate course on data engineering.Open ↗Data engineeringFreeMastering the AWS Marketplace for System Integrators (SI)A 30-minute intermediate course on data engineering.Open ↗Cloud infrastructureFreeMedia & Entertainment: Direct-to-Consumer and Broadcast Foundations Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: AI Strategist Design Review (Capability Mapping) SimulationA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: AI Strategist Discovery SimulationA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: AI-Powered Financial Earnings Analysis PlatformA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: AI/ML SpecialistA 7-hour beginner learning path on generative AI and LLMs.Open ↗Governance and securitySubscriptionMeeting Simulator: Application Security Enhancement with Centralized Secrets ManagementA 1-hour beginner hands-on lab on governance and security.Open ↗App developmentSubscriptionMeeting Simulator: Automate Inter-Region PeeringA 1-hour beginner hands-on lab on app development.Open ↗Admin and costFreeMeeting Simulator: Coastal Retail Co. - Cloud Scaling & Cost Optimization QualificationA 1-hour beginner hands-on lab on administration and cost.Open ↗App developmentSubscriptionMeeting Simulator: Connecting On-Premises NetworksA 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionMeeting Simulator: Creating a Network for a Web ApplicationA 1-hour beginner hands-on lab on app development.Open ↗Data engineeringSubscriptionMeeting Simulator: Data EngineerA 10-hour beginner learning path on data engineering.Open ↗Data engineeringSubscriptionMeeting Simulator: Data Lake Architecture Assessment: E-commerce Analytics Modernization StrategyA 1-hour beginner hands-on lab on data engineering.Open ↗DatabasesFreeMeeting Simulator: Database Modernization Discovery , Relational & NoSQL RequirementsA 1-hour beginner hands-on lab on databases.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: FDE - Customer Service Enhancement with RLHF Fine-TuningA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: Financial Services Multimodal Data Analytics PlatformA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionMeeting Simulator: Fintech Startup Serverless Buy Now Pay Later Platform ArchitectureA 1-hour beginner hands-on lab on app development.Open ↗Admin and costSubscriptionMeeting Simulator: Gaming Company Website Performance OptimizationA 1-hour beginner hands-on lab on administration and cost.Open ↗App developmentSubscriptionMeeting Simulator: Gaming Platform Auto-Scaling with Load BalancerA 1-hour beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: GenAI Assessment Solution Initial Discovery MeetingA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentFreeMeeting Simulator: Harbor National Bank - AWS Networking Concepts and Connecting VPCs Requirements DiscoveryA 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionMeeting Simulator: Highly Available Web ApplicationA 1-hour beginner hands-on lab on app development.Open ↗Governance and securitySubscriptionMeeting Simulator: HIPAA Compliance EnforcementA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securityFreeMeeting Simulator: Horizon Travel Agency - High Availability Architecture & Infrastructure Qualification MeetingA 1-hour beginner hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: Human Resources AI Assistant with Content Safety ControlsA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionMeeting Simulator: Hybrid Storage Solution for PACSA 1-hour beginner hands-on lab on app development.Open ↗Data engineeringSubscriptionMeeting Simulator: Industrial Manufacturing Company Digital TransformationA 1-hour beginner hands-on lab on data engineering.Open ↗App developmentSubscriptionMeeting Simulator: Intelligent Document HandlingA 1-hour beginner hands-on lab on app development.Open ↗Admin and costSubscriptionMeeting Simulator: IoT Fleet Management Solution for Hard-Braking Event MonitoringA 1-hour beginner hands-on lab on administration and cost.Open ↗Admin and costSubscriptionMeeting Simulator: Multi-Region Disaster Recovery Implementation for Whole Sale SupplierA 1-hour beginner hands-on lab on administration and cost.Open ↗Cloud infrastructureSubscriptionMeeting Simulator: Networking SpecialistAn 8-hour beginner learning path on cloud infrastructure.Open ↗Data engineeringSubscriptionMeeting Simulator: PCI Compliant ETL Solution DiscussionA 1-hour beginner hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionMeeting Simulator: Real-Time Review Processing with AI AnalyticsA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionMeeting Simulator: Resilient and Compliant Loan Processing ApplicationsA 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionMeeting Simulator: Scaling Network ConnectivityA 1-hour beginner hands-on lab on app development.Open ↗Governance and securitySubscriptionMeeting Simulator: Secure Serverless Application ArchitectureA 1-hour beginner hands-on lab on governance and security.Open ↗
Training
Maintain AWS Certified Developer – AssociateA 6.3-hour intermediate exam prep course on app development.
Maintain AWS Certified DevOps Engineer – ProfessionalAn 8.8-hour advanced exam prep course on administration and cost.
Maintain AWS Certified Machine Learning Engineer – AssociateA 6.3-hour intermediate exam prep course on machine learning and data science.
Maintain AWS Certified Security – SpecialtyAn 8.8-hour intermediate exam prep course on governance and security.
Maintain AWS Certified Solutions Architect – AssociateA 6.3-hour intermediate exam prep course on cloud infrastructure.
Maintain AWS Certified Solutions Architect – ProfessionalAn 8.8-hour advanced exam prep course on cloud infrastructure.
Making Better Decisions with Data for Small Business OwnersA 9-minute beginner course on cloud infrastructure.
Manage agents, tools and skills at scale with AWS Agent RegistryA 45-minute advanced course on generative AI and LLMs.
Managing Access at Scale with Amazon S3 Access PointsA 1-hour intermediate hands-on lab on cloud infrastructure.
Managing identity source transition for AWS IAM Identity CenterA 45-minute advanced course on governance and security.
Managing Operations on AWS with Amazon Q DeveloperA 30-minute beginner course on administration and cost.
Manufacturing intelligence with Amazon Nova Multimodal EmbeddingsA 45-minute advanced course on generative AI and LLMs.
Mastering millisecond latency and millions of events: The event-driven architecture behind the Amazon Key SuiteA 30-minute advanced course on streaming.
Mastering the AWS Marketplace for Independent Software Vendors (ISV)A 30-minute intermediate course on data engineering.
Mastering the AWS Marketplace for System Integrators (SI)A 30-minute intermediate course on data engineering.
Media & Entertainment: Direct-to-Consumer and Broadcast Foundations Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Meeting Simulator: AI Strategist Design Review (Capability Mapping) SimulationA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: AI Strategist Discovery SimulationA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: AI-Powered Financial Earnings Analysis PlatformA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: AI/ML SpecialistA 7-hour beginner learning path on generative AI and LLMs.
Meeting Simulator: Application Security Enhancement with Centralized Secrets ManagementA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Automate Inter-Region PeeringA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Coastal Retail Co. - Cloud Scaling & Cost Optimization QualificationA 1-hour beginner hands-on lab on administration and cost.
Meeting Simulator: Connecting On-Premises NetworksA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Creating a Network for a Web ApplicationA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Data EngineerA 10-hour beginner learning path on data engineering.
Meeting Simulator: Data Lake Architecture Assessment: E-commerce Analytics Modernization StrategyA 1-hour beginner hands-on lab on data engineering.
Meeting Simulator: Database Modernization Discovery , Relational & NoSQL RequirementsA 1-hour beginner hands-on lab on databases.
Meeting Simulator: FDE - Customer Service Enhancement with RLHF Fine-TuningA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: Financial Services Multimodal Data Analytics PlatformA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: Fintech Startup Serverless Buy Now Pay Later Platform ArchitectureA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Gaming Company Website Performance OptimizationA 1-hour beginner hands-on lab on administration and cost.
Meeting Simulator: Gaming Platform Auto-Scaling with Load BalancerA 1-hour beginner hands-on lab on app development.
Meeting Simulator: GenAI Assessment Solution Initial Discovery MeetingA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: Harbor National Bank - AWS Networking Concepts and Connecting VPCs Requirements DiscoveryA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Highly Available Web ApplicationA 1-hour beginner hands-on lab on app development.
Meeting Simulator: HIPAA Compliance EnforcementA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Horizon Travel Agency - High Availability Architecture & Infrastructure Qualification MeetingA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Human Resources AI Assistant with Content Safety ControlsA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: Hybrid Storage Solution for PACSA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Industrial Manufacturing Company Digital TransformationA 1-hour beginner hands-on lab on data engineering.
Meeting Simulator: Intelligent Document HandlingA 1-hour beginner hands-on lab on app development.
Meeting Simulator: IoT Fleet Management Solution for Hard-Braking Event MonitoringA 1-hour beginner hands-on lab on administration and cost.
Meeting Simulator: Multi-Region Disaster Recovery Implementation for Whole Sale SupplierA 1-hour beginner hands-on lab on administration and cost.
Meeting Simulator: Networking SpecialistAn 8-hour beginner learning path on cloud infrastructure.
Meeting Simulator: PCI Compliant ETL Solution DiscussionA 1-hour beginner hands-on lab on data engineering.
Meeting Simulator: Real-Time Review Processing with AI AnalyticsA 1-hour beginner hands-on lab on generative AI and LLMs.
Meeting Simulator: Resilient and Compliant Loan Processing ApplicationsA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Scaling Network ConnectivityA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Secure Serverless Application ArchitectureA 1-hour beginner hands-on lab 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

Certifications these courses prepare for

CertificationCoursesFree
AWS Certified Data Engineer - Associate10
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