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

AcademyCompare

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

Full catalog

Read Nov 2026
Governance and securityFreeAWS Secrets Manager Getting StartedA 1-hour beginner course on governance and security.Open ↗AI agentsFreeAWS Securing Agent Identities DemonstratedA 2.3-hour intermediate badge course on AI agents.Open ↗GenAI and LLMsFreeAWS Security Agent - Get started with AI-powered proactive AppSecA 2-hour advanced course on generative AI and LLMs.Open ↗AI agentsFreeAWS Security Agent: A multi-agent architecture for automated penetration testingA 1-hour intermediate course on AI agents.Open ↗AI agentsFreeAWS Security Agent: Securing Applications design to deploymentA 1-hour intermediate course on AI agents.Open ↗Governance and securityFreeAWS Security Architecture: Defense-in-Depth for Production WorkloadsA 2-hour advanced course on governance and security.Open ↗Governance and securityFreeAWS Security Champion Badge AssessmentA 1.5-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Application and Compute SecurityA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Centralized Account ManagementA 1-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Cloud Governance, Compliance, and Security StrategyA 1-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Detection and Response ServicesA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Edge SecurityA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Implementing AWS Identity and Access ManagementA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Incident Response Planning and ExecutionA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Introduction to AWS Cloud Security and Role WorkflowA 30-minute intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Network Security and Secure Hybrid ConnectivityA 1.3-hour intermediate course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Engineer - Protecting and Encrypting DataA 1-hour intermediate course on governance and security.Open ↗Governance and securityFreeAWS Security Hub CSPM Getting StartedA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Security Hub: Unify your security at scaleA 1-hour intermediate course on governance and security.Open ↗Governance and securityFreeAWS Security Incident Response - User TrainingA 1-hour beginner course on governance and security.Open ↗Governance and securitySubscriptionAWS Security Incident Response in PracticeA 1-hour intermediate hands-on lab on governance and security.Open ↗Governance and securityFreeAWS Service CatalogA 1-hour beginner course on governance and security.Open ↗Governance and securityFreeAWS Shield Advanced is embracing the AWS WAF Anti-DDoS managed rule group: What changes and how to prepareA 45-minute intermediate course on governance and security.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: AI Agent Orchestration on AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: AI Development Lifecycles with KiroA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: AI Travel Assistant with AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS SimuLearn: AI-Assisted Development with KiroA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS SimuLearn: AI-Powered Chat and Insights with Amazon QuickA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Analytics with Wearable Medical DevicesA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Analyzing Network TrafficA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Anomaly DetectionA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗DatabasesSubscriptionAWS SimuLearn: API with DatabaseA 1-hour beginner hands-on lab on databases.Open ↗Governance and securitySubscriptionAWS SimuLearn: Application LogsA 1-hour intermediate hands-on lab on governance and security.Open ↗AI agentsFreeAWS SimuLearn: Architect Multi-Agent Collaboration ResearchA 1-hour advanced hands-on lab on AI agents.Open ↗OtherSubscriptionAWS SimuLearn: Architect Resiliency with Cross-Region FailoverA 1-hour advanced hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Artificial Intelligence for Medical DiagnosisA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗App developmentFreeAWS SimuLearn: Auto-Healing and Scaling ApplicationsA 1-hour beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Automate Fine-Tuning of an LLMA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Automate Inter-Region PeeringA 1-hour advanced hands-on lab on cloud infrastructure.Open ↗OtherSubscriptionAWS SimuLearn: Automate Prior Authorization FormsA 1-hour beginner hands-on lab.Open ↗Data engineeringSubscriptionAWS SimuLearn: Automated Deployment Pipeline for IoT DevicesA 1-hour intermediate hands-on lab on data engineering.Open ↗Governance and securitySubscriptionAWS SimuLearn: Automating GxP Compliance in the CloudA 1-hour intermediate hands-on lab on governance and security.Open ↗App developmentSubscriptionAWS SimuLearn: Automation with CloudFormationA 1-hour intermediate hands-on lab on app development.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Backing Up DataA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗OtherSubscriptionAWS SimuLearn: Banking Core Systems ModernizationA 1-hour intermediate hands-on lab.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Bed Occupancy Monitoring DashboardA 1-hour advanced hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Bias Mitigation for a Translation ServiceA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Admin and costSubscriptionAWS SimuLearn: Boosting Banking Application PerformanceA 1-hour intermediate hands-on lab on administration and cost.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Bring Your Own ModelA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Build and Deploy Conversational AI AssistantsA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗
Training
AWS Secrets Manager Getting StartedA 1-hour beginner course on governance and security.
AWS Securing Agent Identities DemonstratedA 2.3-hour intermediate badge course on AI agents.
AWS Security Agent - Get started with AI-powered proactive AppSecA 2-hour advanced course on generative AI and LLMs.
AWS Security Agent: A multi-agent architecture for automated penetration testingA 1-hour intermediate course on AI agents.
AWS Security Agent: Securing Applications design to deploymentA 1-hour intermediate course on AI agents.
AWS Security Architecture: Defense-in-Depth for Production WorkloadsA 2-hour advanced course on governance and security.
AWS Security Champion Badge AssessmentA 1.5-hour intermediate course on governance and security.
AWS Security Engineer - Application and Compute SecurityA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Centralized Account ManagementA 1-hour intermediate course on governance and security.
AWS Security Engineer - Cloud Governance, Compliance, and Security StrategyA 1-hour intermediate course on governance and security.
AWS Security Engineer - Detection and Response ServicesA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Edge SecurityA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Implementing AWS Identity and Access ManagementA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Incident Response Planning and ExecutionA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Introduction to AWS Cloud Security and Role WorkflowA 30-minute intermediate course on governance and security.
AWS Security Engineer - Network Security and Secure Hybrid ConnectivityA 1.3-hour intermediate course on governance and security.
AWS Security Engineer - Protecting and Encrypting DataA 1-hour intermediate course on governance and security.
AWS Security Hub CSPM Getting StartedA 1-hour beginner course on governance and security.
AWS Security Hub: Unify your security at scaleA 1-hour intermediate course on governance and security.
AWS Security Incident Response - User TrainingA 1-hour beginner course on governance and security.
AWS Security Incident Response in PracticeA 1-hour intermediate hands-on lab on governance and security.
AWS Service CatalogA 1-hour beginner course on governance and security.
AWS Shield Advanced is embracing the AWS WAF Anti-DDoS managed rule group: What changes and how to prepareA 45-minute intermediate course on governance and security.
AWS SimuLearn: AI Agent Orchestration on AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: AI Development Lifecycles with KiroA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: AI Travel Assistant with AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: AI-Assisted Development with KiroA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: AI-Powered Chat and Insights with Amazon QuickA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Analytics with Wearable Medical DevicesA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Analyzing Network TrafficA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Anomaly DetectionA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: API with DatabaseA 1-hour beginner hands-on lab on databases.
AWS SimuLearn: Application LogsA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Architect Multi-Agent Collaboration ResearchA 1-hour advanced hands-on lab on AI agents.
AWS SimuLearn: Architect Resiliency with Cross-Region FailoverA 1-hour advanced hands-on lab.
AWS SimuLearn: Artificial Intelligence for Medical DiagnosisA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Auto-Healing and Scaling ApplicationsA 1-hour beginner hands-on lab on app development.
AWS SimuLearn: Automate Fine-Tuning of an LLMA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Automate Inter-Region PeeringA 1-hour advanced hands-on lab on cloud infrastructure.
AWS SimuLearn: Automate Prior Authorization FormsA 1-hour beginner hands-on lab.
AWS SimuLearn: Automated Deployment Pipeline for IoT DevicesA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Automating GxP Compliance in the CloudA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Automation with CloudFormationA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Backing Up DataA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Banking Core Systems ModernizationA 1-hour intermediate hands-on lab.
AWS SimuLearn: Bed Occupancy Monitoring DashboardA 1-hour advanced hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Bias Mitigation for a Translation ServiceA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Boosting Banking Application PerformanceA 1-hour intermediate hands-on lab on administration and cost.
AWS SimuLearn: Bring Your Own ModelA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Build and Deploy Conversational AI AssistantsA 1-hour advanced hands-on lab on generative AI and LLMs.

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.