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.

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Read Nov 2026
GenAI and LLMsFreeKiro: AI Development Best Practices (Greater China Region Edition)A 3-hour intermediate course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeDomain 1 Review: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeExam Prep Plan Overview: AWS Certified AI Practitioner (AIF-C01 - English)A 15-minute beginner exam prep course on generative AI and LLMs.since 2026Open ↗OtherFreeInnovation Sandbox on AWSA 2-hour intermediate course.since 2026Open ↗App developmentSubscriptionMeeting Simulator: AnyCompany Notification System ModernizationA 1-hour beginner hands-on lab on app development.since 2026Open ↗Governance and securitySubscriptionMeeting Simulator: S3 Data Security Implementation and Migration AssessmentA 1-hour beginner hands-on lab on governance and security.since 2026Open ↗Machine learningSubscriptionMeeting Simulator: Wind Farm Real-Time Anomaly DetectionA 1-hour beginner hands-on lab on machine learning and data science.since 2026Open ↗Data engineeringFreeAWS Data Lakehouse DemonstratedA 1.8-hour intermediate badge course on data engineering.since 2026Open ↗SQL and analyticsFreeAWS Data Streaming DemonstratedA 2.3-hour intermediate badge course on SQL, analytics and BI.since 2026Open ↗SQL and analyticsFreeAWS Data Visualization DemonstratedA 2-hour intermediate badge course on SQL, analytics and BI.since 2026Open ↗GenAI and LLMsFreeAWS SimuLearn: AI PractitionerA 10-hour beginner learning path on generative AI and LLMs.since 2026Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Data AnalyticsA 23-hour beginner learning path on SQL, analytics and BI.since 2026Open ↗OtherSubscriptionAWS SimuLearn: Manufacturing and AutomotiveA 12-hour intermediate learning path.since 2026Open ↗App developmentSubscriptionAWS SimuLearn: Serverless DeveloperA 24-hour advanced learning path on app development.since 2026Open ↗App developmentFreeAWS Developer Learning PlanA 22.3-hour intermediate learning path on app development.since 2026Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Machine LearningA 25-hour beginner learning path on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionDigital Classroom - Practical Data Science with Amazon SageMaker AIAn 8-hour intermediate live class on generative AI and LLMs.since 2026Open ↗App developmentFreeDomain 1 Review: AWS Certified Developer - Associate (DVA-C02 - English)A 45-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2026Open ↗App developmentFreeExam Prep Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2026Open ↗App developmentFreeExam Prep Plan Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2026Open ↗App developmentFreeExam Prep Summary: AWS Certified Developer - Associate (DVA-C02 - English)A 5-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2026Open ↗GenAI and LLMsSubscriptionLab - Build Machine Learning Models with Amazon SageMakerA 1-hour beginner hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionLab - Building Secure and Responsible Gen AI with GuardRails for Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionLab - Explore Amazon Bedrock Agents integrated with Knowledge Bases and GuardrailsA 45-minute advanced hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionLab - Explore Generative AI Use Cases with LangChain and Amazon BedrockA 2-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗Admin and costFreeMigration Foundations Knowledge Badge Readiness Path (includes labs)A 10.8-hour intermediate learning path on administration and cost.since 2026Open ↗App developmentFreeOfficial Practice Question Set: AWS Certified Developer - Associate (DVA-C02 - English)A 40-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2026Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Generate an AWS Q&A ApplicationA 1-hour intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗App developmentFreeIndependent Software Vendor Accelerate ProgramA 20-minute intermediate course on app development.since 2026Open ↗Cloud infrastructureSubscriptionLab - Deploying AWS IoT Greengrass ComponentsA 1-hour intermediate hands-on lab on cloud infrastructure.since 2026Open ↗Cloud infrastructureSubscriptionDomain 4 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 45-minute beginner exam prep course on cloud infrastructure.since 2026Open ↗Cloud infrastructureSubscriptionAWS Escape Room: Exam Prep for AWS Certified Cloud Practitioner (CLF-C02) with Free DemoA 5-hour beginner hands-on lab on cloud infrastructure.since 2026Open ↗Cloud infrastructureFreeGetting Started with AWS for Games – Part IA 55-minute beginner course on cloud infrastructure.since 2026Open ↗Admin and costFreeIntroduction to AWS Application Migration ServiceA 2-hour beginner course on administration and cost.since 2026Open ↗Cloud infrastructureFreeMeeting Simulator: Cloud PractitionerA 7-hour beginner learning path on cloud infrastructure.since 2026Open ↗GenAI and LLMsPaidAmazon Quick for AI-Powered Productivity and Business IntelligenceAn 8-hour beginner live class on generative AI and LLMs.since 2026Open ↗GenAI and LLMsPaidAWS Jam - Amazon Quick for AI-Powered Productivity and Business IntelligenceAn 8-hour beginner live class on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAWS MLOps DemonstratedA 2.3-hour intermediate badge course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionLab - Security posture assessment and remediation using the Kiro CLIA 1-hour intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗Cloud infrastructureFreeAWS Solutions Architect Advanced - Learning Plan WelcomeA 5-minute advanced course on cloud infrastructure.since 2026Open ↗DatabasesFreeAmazon DynamoDB Learning Plan (includes labs)A 5.1-hour intermediate learning path on databases.since 2026Open ↗GenAI and LLMsFreeA leader's guide to AI-powered FinOps - AWS re:Invent 2025A 1-hour beginner course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeAI Driven Development Lifecycle Knowledge Badge AssessmentA 1-hour beginner exam prep course on generative AI and LLMs.since 2026Open ↗Cloud infrastructurePaidAWS Jam - DevelopingAn 8-hour intermediate live class on cloud infrastructure.since 2026Open ↗Cloud infrastructureFreeDomain 4 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeGetting Started with AWS for Games – Part IIA 30-minute beginner course on cloud infrastructure.since 2026Open ↗App developmentFreeMeeting Simulator: Cloud Practitioner: Cloud Foundations & Compute DiscoveryA 1-hour beginner hands-on lab on app development.since 2026Open ↗Data engineeringFreeMeeting Simulator: Horizon Travel Agency - Cloud Storage & Collaboration Requirements DiscoveryA 1-hour beginner hands-on lab on data engineering.since 2026Open ↗Cloud infrastructureFreeIntroduction to Amazon EC2 P6-B300 InstancesA 30-minute beginner course on cloud infrastructure.since 2026Open ↗DatabasesFreePostgreSQL for DevelopersA 1.3-hour intermediate course on databases.since 2026Open ↗
Training
Kiro: AI Development Best Practices (Greater China Region Edition)A 3-hour intermediate course on generative AI and LLMs.
Domain 1 Review: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
Exam Prep Plan Overview: AWS Certified AI Practitioner (AIF-C01 - English)A 15-minute beginner exam prep course on generative AI and LLMs.
Innovation Sandbox on AWSA 2-hour intermediate course.
Meeting Simulator: AnyCompany Notification System ModernizationA 1-hour beginner hands-on lab on app development.
Meeting Simulator: S3 Data Security Implementation and Migration AssessmentA 1-hour beginner hands-on lab on governance and security.
Meeting Simulator: Wind Farm Real-Time Anomaly DetectionA 1-hour beginner hands-on lab on machine learning and data science.
AWS Data Lakehouse DemonstratedA 1.8-hour intermediate badge course on data engineering.
AWS Data Streaming DemonstratedA 2.3-hour intermediate badge course on SQL, analytics and BI.
AWS Data Visualization DemonstratedA 2-hour intermediate badge course on SQL, analytics and BI.
AWS SimuLearn: AI PractitionerA 10-hour beginner learning path on generative AI and LLMs.
AWS SimuLearn: Data AnalyticsA 23-hour beginner learning path on SQL, analytics and BI.
AWS SimuLearn: Manufacturing and AutomotiveA 12-hour intermediate learning path.
AWS SimuLearn: Serverless DeveloperA 24-hour advanced learning path on app development.
AWS Developer Learning PlanA 22.3-hour intermediate learning path on app development.
AWS SimuLearn: Machine LearningA 25-hour beginner learning path on generative AI and LLMs.
Digital Classroom - Practical Data Science with Amazon SageMaker AIAn 8-hour intermediate live class on generative AI and LLMs.
Domain 1 Review: AWS Certified Developer - Associate (DVA-C02 - English)A 45-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Exam Prep Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Exam Prep Plan Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Exam Prep Summary: AWS Certified Developer - Associate (DVA-C02 - English)A 5-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Lab - Build Machine Learning Models with Amazon SageMakerA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Building Secure and Responsible Gen AI with GuardRails for Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Explore Amazon Bedrock Agents integrated with Knowledge Bases and GuardrailsA 45-minute advanced hands-on lab on generative AI and LLMs.
Lab - Explore Generative AI Use Cases with LangChain and Amazon BedrockA 2-hour advanced hands-on lab on generative AI and LLMs.
Migration Foundations Knowledge Badge Readiness Path (includes labs)A 10.8-hour intermediate learning path on administration and cost.
Official Practice Question Set: AWS Certified Developer - Associate (DVA-C02 - English)A 40-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
AWS SimuLearn: Generate an AWS Q&A ApplicationA 1-hour intermediate hands-on lab on generative AI and LLMs.
Independent Software Vendor Accelerate ProgramA 20-minute intermediate course on app development.
Lab - Deploying AWS IoT Greengrass ComponentsA 1-hour intermediate hands-on lab on cloud infrastructure.
Domain 4 Practice: AWS Certified Cloud Practitioner (CLF-C02 - English)A 45-minute beginner exam prep course on cloud infrastructure.
AWS Escape Room: Exam Prep for AWS Certified Cloud Practitioner (CLF-C02) with Free DemoA 5-hour beginner hands-on lab on cloud infrastructure.
Getting Started with AWS for Games – Part IA 55-minute beginner course on cloud infrastructure.
Introduction to AWS Application Migration ServiceA 2-hour beginner course on administration and cost.
Meeting Simulator: Cloud PractitionerA 7-hour beginner learning path on cloud infrastructure.
Amazon Quick for AI-Powered Productivity and Business IntelligenceAn 8-hour beginner live class on generative AI and LLMs.
AWS Jam - Amazon Quick for AI-Powered Productivity and Business IntelligenceAn 8-hour beginner live class on generative AI and LLMs.
AWS MLOps DemonstratedA 2.3-hour intermediate badge course on generative AI and LLMs.
Lab - Security posture assessment and remediation using the Kiro CLIA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS Solutions Architect Advanced - Learning Plan WelcomeA 5-minute advanced course on cloud infrastructure.
Amazon DynamoDB Learning Plan (includes labs)A 5.1-hour intermediate learning path on databases.
A leader's guide to AI-powered FinOps - AWS re:Invent 2025A 1-hour beginner course on generative AI and LLMs.
AI Driven Development Lifecycle Knowledge Badge AssessmentA 1-hour beginner exam prep course on generative AI and LLMs.
AWS Jam - DevelopingAn 8-hour intermediate live class on cloud infrastructure.
Domain 4 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Getting Started with AWS for Games – Part IIA 30-minute beginner course on cloud infrastructure.
Meeting Simulator: Cloud Practitioner: Cloud Foundations & Compute DiscoveryA 1-hour beginner hands-on lab on app development.
Meeting Simulator: Horizon Travel Agency - Cloud Storage & Collaboration Requirements DiscoveryA 1-hour beginner hands-on lab on data engineering.
Introduction to Amazon EC2 P6-B300 InstancesA 30-minute beginner course on cloud infrastructure.
PostgreSQL for DevelopersA 1.3-hour intermediate course on databases.

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.