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 LLMsFreeAWS ML Engineer Associate Curriculum OverviewA 45-minute advanced course on generative AI and LLMs.since 2024Open ↗Getting startedFreeAmazon Connect Custom Contact Control Panel FundamentalsA 50-minute beginner course for getting started.since 2024Open ↗OtherFreeAmazon Connect Custom Contact Control Panel IntermediateA 1.3-hour intermediate course.since 2024Open ↗GenAI and LLMsFreeAmazon SageMaker JumpStart FoundationsA 1-hour intermediate course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeAWS IPv6 Design and Build Global IPv6 Networks on AWSA 1-hour advanced course on cloud infrastructure.since 2024Open ↗Getting startedFreeAmazon Connect Chat and Messaging FundamentalsA 1.2-hour beginner course for getting started.since 2024Open ↗Getting startedFreeAmazon Connect Customer Profiles FundamentalsA 40-minute beginner course for getting started.since 2024Open ↗Getting startedFreeAmazon Connect Instance FundamentalsA 35-minute beginner course for getting started.since 2024Open ↗Cloud infrastructureFreeArchitecting SAP on AWSA 3.5-hour intermediate course on cloud infrastructure.since 2024Open ↗App developmentFreeAWS Command Line Interface (CLI) BasicsA 7-minute beginner course on app development.since 2024Open ↗Cloud infrastructureFreeAWS for RISE with SAP IntroductionA 15-minute beginner course on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreeDeveloping Generative Artificial Intelligence SolutionsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeModernizing SAP Workloads on AWSA 2-hour intermediate course on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreeResponsible Artificial Intelligence PracticesA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeSecurity, Compliance, and Governance for AI SolutionsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Governance and securityFreeAutomatically Detect and Mitigate Account Compromise IssuesA 30-minute beginner course on governance and security.since 2024Open ↗Cloud infrastructureFreeAWS Storage Data Protection Services Getting StartedA 35-minute beginner course on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeCloud for CISOsAn 11-minute beginner course on cloud infrastructure.since 2024Open ↗App developmentSubscriptionAWS SimuLearn: Deploying RESTful APIsA 1-hour beginner hands-on lab on app development.since 2024Open ↗GenAI and LLMsFreeDeveloping Machine Learning SolutionsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Admin and costFreeAWS Migration Evaluator Getting StartedA 45-minute beginner course on administration and cost.since 2024Open ↗Admin and costFreeAWS Migration Hub PrimerA 1.5-hour intermediate course on administration and cost.since 2024Open ↗Cloud infrastructureSubscriptionHosting WordPress Using Amazon S3A 1-hour beginner hands-on lab on cloud infrastructure.since 2024Open ↗Cloud infrastructureSubscriptionLaunching Amazon EC2 InstancesA 1-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗App developmentSubscriptionLift and Shift an Application to Serverless on AWSA 1.5-hour advanced hands-on lab on app development.since 2024Open ↗Cloud infrastructureSubscriptionManaging Access to Amazon S3 Resources with Amazon VPC EndpointsA 1.3-hour intermediate hands-on lab on cloud infrastructure.since 2024Open ↗App developmentSubscriptionServerless Architectures using Amazon CloudWatch Events and Scheduled Events with AWS LambdaA 1.3-hour beginner hands-on lab on app development.since 2024Open ↗Admin and costSubscriptionCaching Static Files with Amazon CloudFrontA 2-hour intermediate hands-on lab on administration and cost.since 2024Open ↗Cloud infrastructureSubscriptionIntroduction to Amazon Elastic File System (EFS)A 1.5-hour beginner hands-on lab on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreePlanning a Generative AI ProjectA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗StreamingSubscriptionServerless Architectures with Amazon DynamoDB and Amazon Kinesis Streams with AWS LambdaA 1-hour intermediate hands-on lab on streaming.since 2024Open ↗Governance and securityFreeAWS Wickr Getting StartedA 30-minute beginner course on governance and security.since 2024Open ↗GenAI and LLMsFreeEssentials of Prompt EngineeringA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeExploring Artificial Intelligence Use Cases and ApplicationsA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeFundamentals of Machine Learning and Artificial IntelligenceA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗GenAI and LLMsFreeOnline Course Supplement: Practical Data Science with Amazon SageMakerA 6-hour intermediate course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeAWS Block Storage Services Getting StartedA 35-minute beginner course on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeAWS Object Storage Services Getting StartedA 40-minute beginner course on cloud infrastructure.since 2024Open ↗AI agentsFreeAmazon Connect Agent Applications FundamentalsA 1.2-hour beginner course on AI agents.since 2024Open ↗Governance and securityFreeAmazon Security Lake Getting StartedA 1-hour beginner course on governance and security.since 2024Open ↗Cloud infrastructureSubscriptionBuilding your First Quantum Circuit with Amazon BraketA 30-minute intermediate hands-on lab on cloud infrastructure.since 2024Open ↗Cloud infrastructureFreeDesigning and Deploying SAP Workloads on AWSA 1-hour intermediate course on cloud infrastructure.since 2024Open ↗Admin and costSubscriptionTroubleshooting Website Reachability behind a Load BalancerA 1-hour intermediate hands-on lab on administration and cost.since 2024Open ↗Governance and securityFreeAWS CloudTrail Lake Getting StartedA 1-hour beginner course on governance and security.since 2024Open ↗Data engineeringFreeAmazon EMR Getting StartedA 1-hour beginner course on data engineering.since 2024Open ↗Governance and securityFreeCloud for Risk and Compliance ExecutivesAn 11-minute beginner course on governance and security.since 2024Open ↗GenAI and LLMsSubscriptionAWS Cloud Quest: Machine LearningA 25-hour intermediate hands-on lab on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeAmazon EC2 BasicsA 50-minute beginner course on cloud infrastructure.since 2024Open ↗GenAI and LLMsFreeAmazon Lex Getting StartedA 1-hour beginner course on generative AI and LLMs.since 2024Open ↗Cloud infrastructureFreeInstalling AWS Outposts ServersA 10-minute beginner course on cloud infrastructure.since 2024Open ↗
Training
AWS ML Engineer Associate Curriculum OverviewA 45-minute advanced course on generative AI and LLMs.
Amazon Connect Custom Contact Control Panel FundamentalsA 50-minute beginner course for getting started.
Amazon Connect Custom Contact Control Panel IntermediateA 1.3-hour intermediate course.
Amazon SageMaker JumpStart FoundationsA 1-hour intermediate course on generative AI and LLMs.
AWS IPv6 Design and Build Global IPv6 Networks on AWSA 1-hour advanced course on cloud infrastructure.
Amazon Connect Chat and Messaging FundamentalsA 1.2-hour beginner course for getting started.
Amazon Connect Customer Profiles FundamentalsA 40-minute beginner course for getting started.
Amazon Connect Instance FundamentalsA 35-minute beginner course for getting started.
Architecting SAP on AWSA 3.5-hour intermediate course on cloud infrastructure.
AWS Command Line Interface (CLI) BasicsA 7-minute beginner course on app development.
AWS for RISE with SAP IntroductionA 15-minute beginner course on cloud infrastructure.
Developing Generative Artificial Intelligence SolutionsA 1-hour beginner course on generative AI and LLMs.
Modernizing SAP Workloads on AWSA 2-hour intermediate course on cloud infrastructure.
Responsible Artificial Intelligence PracticesA 1-hour beginner course on generative AI and LLMs.
Security, Compliance, and Governance for AI SolutionsA 1-hour beginner course on generative AI and LLMs.
Automatically Detect and Mitigate Account Compromise IssuesA 30-minute beginner course on governance and security.
AWS Storage Data Protection Services Getting StartedA 35-minute beginner course on cloud infrastructure.
Cloud for CISOsAn 11-minute beginner course on cloud infrastructure.
AWS SimuLearn: Deploying RESTful APIsA 1-hour beginner hands-on lab on app development.
Developing Machine Learning SolutionsA 1-hour beginner course on generative AI and LLMs.
AWS Migration Evaluator Getting StartedA 45-minute beginner course on administration and cost.
AWS Migration Hub PrimerA 1.5-hour intermediate course on administration and cost.
Hosting WordPress Using Amazon S3A 1-hour beginner hands-on lab on cloud infrastructure.
Launching Amazon EC2 InstancesA 1-hour intermediate hands-on lab on cloud infrastructure.
Lift and Shift an Application to Serverless on AWSA 1.5-hour advanced hands-on lab on app development.
Managing Access to Amazon S3 Resources with Amazon VPC EndpointsA 1.3-hour intermediate hands-on lab on cloud infrastructure.
Serverless Architectures using Amazon CloudWatch Events and Scheduled Events with AWS LambdaA 1.3-hour beginner hands-on lab on app development.
Caching Static Files with Amazon CloudFrontA 2-hour intermediate hands-on lab on administration and cost.
Introduction to Amazon Elastic File System (EFS)A 1.5-hour beginner hands-on lab on cloud infrastructure.
Planning a Generative AI ProjectA 1-hour beginner course on generative AI and LLMs.
Serverless Architectures with Amazon DynamoDB and Amazon Kinesis Streams with AWS LambdaA 1-hour intermediate hands-on lab on streaming.
AWS Wickr Getting StartedA 30-minute beginner course on governance and security.
Essentials of Prompt EngineeringA 1-hour beginner course on generative AI and LLMs.
Exploring Artificial Intelligence Use Cases and ApplicationsA 1-hour beginner course on generative AI and LLMs.
Fundamentals of Machine Learning and Artificial IntelligenceA 1-hour beginner course on generative AI and LLMs.
Online Course Supplement: Practical Data Science with Amazon SageMakerA 6-hour intermediate course on generative AI and LLMs.
AWS Block Storage Services Getting StartedA 35-minute beginner course on cloud infrastructure.
AWS Object Storage Services Getting StartedA 40-minute beginner course on cloud infrastructure.
Amazon Connect Agent Applications FundamentalsA 1.2-hour beginner course on AI agents.
Amazon Security Lake Getting StartedA 1-hour beginner course on governance and security.
Building your First Quantum Circuit with Amazon BraketA 30-minute intermediate hands-on lab on cloud infrastructure.
Designing and Deploying SAP Workloads on AWSA 1-hour intermediate course on cloud infrastructure.
Troubleshooting Website Reachability behind a Load BalancerA 1-hour intermediate hands-on lab on administration and cost.
AWS CloudTrail Lake Getting StartedA 1-hour beginner course on governance and security.
Amazon EMR Getting StartedA 1-hour beginner course on data engineering.
Cloud for Risk and Compliance ExecutivesAn 11-minute beginner course on governance and security.
AWS Cloud Quest: Machine LearningA 25-hour intermediate hands-on lab on generative AI and LLMs.
Amazon EC2 BasicsA 50-minute beginner course on cloud infrastructure.
Amazon Lex Getting StartedA 1-hour beginner course on generative AI and LLMs.
Installing AWS Outposts ServersA 10-minute beginner course on cloud infrastructure.

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.