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
Cloud infrastructureSubscriptionDigital Classroom - Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS)A 24-hour intermediate live class on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionDomain 1 Practice: AWS SimuLearn - AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionDomain 2 Practice: AWS SimuLearn - AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗SQL and analyticsSubscriptionLab - Analyzing CloudWatch Logs with Kinesis Data Streams and Kinesis Data AnalyticsA 4-hour advanced hands-on lab on SQL, analytics and BI.since 2025Open ↗Governance and securitySubscriptionLab - Configure DNS and Routing Policies with Amazon Route 53A 1-hour beginner hands-on lab on governance and security.since 2025Open ↗Governance and securitySubscriptionLab - Monitoring Micro-Service Architectures with AWS X-Ray and Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.since 2025Open ↗Governance and securitySubscriptionLab - Using the AWS Systems Manager Run Command for AutomationA 1-hour beginner hands-on lab on governance and security.since 2025Open ↗GenAI and LLMsFreeAWS SimuLearn: Build and Understand Code with Amazon QA 1-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAWS SimuLearn: Use AI Services with Amazon SageMakerA 1-hour beginner hands-on lab on generative AI and LLMs.since 2025Open ↗DatabasesFreeAmazon DynamoDB Getting StartedA 1-hour beginner course on databases.since 2025Open ↗GenAI and LLMsFreeAutomate the creation of handout notes using Amazon Bedrock Data AutomationA 1.5-hour advanced course on generative AI and LLMs.since 2025Open ↗App developmentSubscriptionLab - Automating AWS Service Notifications with Amazon EventBridgeA 1-hour beginner hands-on lab on app development.since 2025Open ↗Governance and securitySubscriptionLab - Secure Web Applications with AWS WAFA 1-hour beginner hands-on lab on governance and security.since 2025Open ↗Governance and securitySubscriptionLab - Securing Web Application with AWS Network FirewallA 1-hour beginner hands-on lab on governance and security.since 2025Open ↗Cloud infrastructureFreeAmazon Braket Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.since 2025Open ↗Admin and costFreeCloud Financial Management: FinOps fundamentals & strategies (Part 1)A 1-hour beginner course on administration and cost.since 2025Open ↗Admin and costFreeCloud Financial Management: FinOps Fundamentals & Strategies (Part 2)A 1-hour intermediate course on administration and cost.since 2025Open ↗Admin and costFreeCost Optimization Solutions for FinOps (Part 2)A 1-hour intermediate course on administration and cost.since 2025Open ↗Admin and costFreeAWS Account Setup Learning PlanA 4.5-hour intermediate learning path on administration and cost.since 2025Open ↗Cloud infrastructureFreeAmazon EKS - Knowledge Badge Readiness PathA 10.8-hour intermediate learning path on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeAWS SimuLearn: Cloud First StepsA 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗OtherSubscriptionAWS SimuLearn: Financial ServicesA 30-hour intermediate learning path.since 2025Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Isolation with ContainersA 1-hour intermediate hands-on lab on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: NetworkingA 25-hour beginner learning path on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeAWS SimuLearn: Networking ConceptsA 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Scaling Network ConnectivityA 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗App developmentFreeAmazon Simple Notification Service (SNS) Getting StartedA 1-hour beginner course on app development.since 2025Open ↗App developmentFreeAWS Simple Queue Service (SQS) Getting StartedA 1-hour beginner course on app development.since 2025Open ↗Cloud infrastructureFreeAWS SimuLearn: Cloud PractitionerA 12-hour beginner learning path on cloud infrastructure.since 2025Open ↗App developmentFreeDeveloper Learning Plan (includes Labs)A 10.9-hour advanced learning path on app development.since 2025Open ↗GenAI and LLMsSubscriptionDigital Classroom - Developing Generative AI Applications on AWSA 16-hour advanced live class on generative AI and LLMs.since 2025Open ↗App developmentSubscriptionDigital Classroom - Developing on AWSA 24-hour intermediate live class on app development.since 2025Open ↗StreamingSubscriptionEvent Driven Architecture with Amazon API Gateway, Amazon EventBridge and AWS LambdaA 2-hour intermediate hands-on lab on streaming.since 2025Open ↗GenAI and LLMsFreeAmazon Q Developer Fundamentals Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAWS AI Chips - Trainium and Inferentia FundamentalsA 30-minute beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsSubscriptionDigital Classroom - Amazon SageMaker Studio for Data ScientistsA 24-hour advanced live class on generative AI and LLMs.since 2025Open ↗GenAI and LLMsSubscriptionLab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMRA 1-hour advanced hands-on lab on generative AI and LLMs.since 2025Open ↗DatabasesFreeLab - Introduction to Amazon DynamoDBA 45-minute beginner hands-on lab on databases.since 2025Open ↗GenAI and LLMsFreeBuilding Safe and Responsible Generative AI Applications with Amazon Bedrock GuardrailsA 1.3-hour intermediate course on generative AI and LLMs.since 2025Open ↗OtherFreeMedia Services Learning Plan (includes Labs)A 12.8-hour intermediate learning path.since 2025Open ↗StreamingFreeVideo Streaming Concepts: AWS Media ServicesA 1-hour beginner course on streaming.since 2025Open ↗Cloud infrastructureSubscriptionAWS Cloud Practitioner Power HourA 6-hour beginner learning path on cloud infrastructure.since 2025Open ↗Admin and costSubscriptionDevOps Engineer Learning Plan (includes Labs)An 8.5-hour beginner learning path on administration and cost.since 2025Open ↗Admin and costFreeAWS CloudOps Engineer Learning Plan (includes labs)An 85.2-hour advanced learning path on administration and cost.since 2025Open ↗GenAI and LLMsSubscriptionLab - Design and Implement Autonomous Agents with Amazon Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.since 2025Open ↗Admin and costFreeCost Optimization Solutions for FinOps (Part 1)A 1-hour beginner course on administration and cost.since 2025Open ↗Admin and costFreeMigrating VMware Workloads to AWSA 1-hour beginner course on administration and cost.since 2025Open ↗GenAI and LLMsFreeDomain 5 Review: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.since 2025Open ↗Admin and costFreeAWS Well-Architected FoundationsA 3-hour intermediate course on administration and cost.since 2025Open ↗GenAI and LLMsFreeAWS Cloud for absolute beginnersA 3-hour beginner course on generative AI and LLMs.since 2025Open ↗
Training
Digital Classroom - Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS)A 24-hour intermediate live class on cloud infrastructure.
Domain 1 Practice: AWS SimuLearn - AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner hands-on lab on cloud infrastructure.
Domain 2 Practice: AWS SimuLearn - AWS Certified Cloud Practitioner (CLF-C02 - English)A 1-hour beginner hands-on lab on cloud infrastructure.
Lab - Analyzing CloudWatch Logs with Kinesis Data Streams and Kinesis Data AnalyticsA 4-hour advanced hands-on lab on SQL, analytics and BI.
Lab - Configure DNS and Routing Policies with Amazon Route 53A 1-hour beginner hands-on lab on governance and security.
Lab - Monitoring Micro-Service Architectures with AWS X-Ray and Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.
Lab - Using the AWS Systems Manager Run Command for AutomationA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Build and Understand Code with Amazon QA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Use AI Services with Amazon SageMakerA 1-hour beginner hands-on lab on generative AI and LLMs.
Amazon DynamoDB Getting StartedA 1-hour beginner course on databases.
Automate the creation of handout notes using Amazon Bedrock Data AutomationA 1.5-hour advanced course on generative AI and LLMs.
Lab - Automating AWS Service Notifications with Amazon EventBridgeA 1-hour beginner hands-on lab on app development.
Lab - Secure Web Applications with AWS WAFA 1-hour beginner hands-on lab on governance and security.
Lab - Securing Web Application with AWS Network FirewallA 1-hour beginner hands-on lab on governance and security.
Amazon Braket Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Cloud Financial Management: FinOps fundamentals & strategies (Part 1)A 1-hour beginner course on administration and cost.
Cloud Financial Management: FinOps Fundamentals & Strategies (Part 2)A 1-hour intermediate course on administration and cost.
Cost Optimization Solutions for FinOps (Part 2)A 1-hour intermediate course on administration and cost.
AWS Account Setup Learning PlanA 4.5-hour intermediate learning path on administration and cost.
Amazon EKS - Knowledge Badge Readiness PathA 10.8-hour intermediate learning path on cloud infrastructure.
AWS SimuLearn: Cloud First StepsA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Financial ServicesA 30-hour intermediate learning path.
AWS SimuLearn: Isolation with ContainersA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: NetworkingA 25-hour beginner learning path on cloud infrastructure.
AWS SimuLearn: Networking ConceptsA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Scaling Network ConnectivityA 1-hour beginner hands-on lab on cloud infrastructure.
Amazon Simple Notification Service (SNS) Getting StartedA 1-hour beginner course on app development.
AWS Simple Queue Service (SQS) Getting StartedA 1-hour beginner course on app development.
AWS SimuLearn: Cloud PractitionerA 12-hour beginner learning path on cloud infrastructure.
Developer Learning Plan (includes Labs)A 10.9-hour advanced learning path on app development.
Digital Classroom - Developing Generative AI Applications on AWSA 16-hour advanced live class on generative AI and LLMs.
Digital Classroom - Developing on AWSA 24-hour intermediate live class on app development.
Event Driven Architecture with Amazon API Gateway, Amazon EventBridge and AWS LambdaA 2-hour intermediate hands-on lab on streaming.
Amazon Q Developer Fundamentals Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on generative AI and LLMs.
AWS AI Chips - Trainium and Inferentia FundamentalsA 30-minute beginner course on generative AI and LLMs.
Digital Classroom - Amazon SageMaker Studio for Data ScientistsA 24-hour advanced live class on generative AI and LLMs.
Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMRA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Introduction to Amazon DynamoDBA 45-minute beginner hands-on lab on databases.
Building Safe and Responsible Generative AI Applications with Amazon Bedrock GuardrailsA 1.3-hour intermediate course on generative AI and LLMs.
Media Services Learning Plan (includes Labs)A 12.8-hour intermediate learning path.
Video Streaming Concepts: AWS Media ServicesA 1-hour beginner course on streaming.
AWS Cloud Practitioner Power HourA 6-hour beginner learning path on cloud infrastructure.
DevOps Engineer Learning Plan (includes Labs)An 8.5-hour beginner learning path on administration and cost.
AWS CloudOps Engineer Learning Plan (includes labs)An 85.2-hour advanced learning path on administration and cost.
Lab - Design and Implement Autonomous Agents with Amazon Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.
Cost Optimization Solutions for FinOps (Part 1)A 1-hour beginner course on administration and cost.
Migrating VMware Workloads to AWSA 1-hour beginner course on administration and cost.
Domain 5 Review: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
AWS Well-Architected FoundationsA 3-hour intermediate course on administration and cost.
AWS Cloud for absolute beginnersA 3-hour beginner course 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.