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
GenAI and LLMsFreeAmazon Connect Customer AI Self-Service CapabilitiesA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI Supervisor CapabilitiesA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI Workforce OptimizationA 1-hour intermediate course on generative AI and LLMs.Open ↗Machine learningFreeAmazon Connect Customer Forecasting, Capacity Planning, and Scheduling - Knowledge Badge Readiness PathA 9-hour beginner learning path on machine learning and data science.Open ↗OtherFreeAmazon Connect Flow Modules and Step-by-Step GuidesA 1-hour intermediate course.Open ↗Getting startedFreeAmazon Connect Fundamentals AssessmentA 1-hour beginner course for getting started.Open ↗App developmentFreeAmazon Connect Getting StartedA 1-hour beginner course on app development.Open ↗Getting startedFreeAmazon Connect IntroductionA 15-minute beginner course for getting started.Open ↗SQL and analyticsFreeAmazon Connect Metrics & AnalyticsA 1-hour beginner course on SQL, analytics and BI.Open ↗OtherFreeAmazon Connect Outbound Communication Campaign Strategy and SegmentationA 1-hour intermediate course.Open ↗Getting startedFreeAmazon Connect Outbound Communication FoundationsA 1-hour beginner course for getting started.Open ↗Cloud infrastructureFreeAmazon Connect Outbound Communications - Knowledge Badge Readiness PathA 7.3-hour intermediate learning path on cloud infrastructure.Open ↗OtherFreeAmazon Connect Outbound Communications Advanced Campaign ManagementA 45-minute intermediate course.Open ↗OtherFreeAmazon Connect Outbound Communications AssessmentA 1-hour intermediate course.Open ↗Admin and costFreeAmazon Connect Outbound Communications Channel Configuration and SetupA 1-hour intermediate course on administration and cost.Open ↗OtherFreeAmazon Connect Outbound Communications Contact Flows and Campaign ControlsA 1-hour intermediate course.Open ↗OtherFreeAmazon Connect Outbound Communications Multi-Channel Campaign DesignA 45-minute intermediate course.Open ↗SQL and analyticsFreeAmazon Connect Outbound Communications Performance Optimization and AnalyticsA 45-minute intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeAmazon Connect Reporting & Analytics - AssessmentA 1-hour intermediate course on SQL, analytics and BI.Open ↗OtherFreeAmazon Connect Rules and Notification ManagementA 1-hour intermediate course.Open ↗OtherFreeAmazon Connect Testing and SimulationA 1-hour intermediate course.Open ↗SQL and analyticsFreeAmazon DataZone Getting StartedA 1-hour beginner course on SQL, analytics and BI.Open ↗DatabasesFreeAmazon DocumentDB (includes labs)A 5-hour beginner learning path on databases.Open ↗DatabasesFreeAmazon DocumentDB (with MongoDB Compatibility) Getting StartedA 1-hour beginner course on databases.Open ↗DatabasesFreeAmazon DynamoDB - Data Modeling TechniquesA 1-hour intermediate course on databases.Open ↗DatabasesFreeAmazon DynamoDB - TroubleshootingA 45-minute intermediate course on databases.Open ↗StreamingSubscriptionAmazon DynamoDB Streams and TTLA 1.5-hour intermediate hands-on lab on streaming.Open ↗Cloud infrastructureFreeAmazon EBS Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon EC2 Auto Scaling Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon ECR Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Admin and costFreeAmazon ECS Auto Scaling and Cost OptimizationA 1.5-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon ECS DeploymentA 1.5-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAmazon ECS FundamentalsA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon ECS Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon ECS Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon ECS NetworkingA 1.5-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeAmazon ECS ObservabilityA 1.5-hour intermediate course on administration and cost.Open ↗Governance and securityFreeAmazon ECS SecurityA 1.5-hour intermediate course on governance and security.Open ↗Cloud infrastructureFreeAmazon EKS Anywhere Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Admin and costFreeAmazon EKS Deployment OptionsA 35-minute beginner course on administration and cost.Open ↗Cloud infrastructureFreeAmazon EKS Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon EKS NetworkingA 1-hour intermediate course on cloud infrastructure.Open ↗Governance and securityFreeAmazon EKS SecurityA 1-hour intermediate course on governance and security.Open ↗Admin and costFreeAmazon Elastic Block Store - TroubleshootingA 30-minute intermediate course on administration and cost.Open ↗Cloud infrastructureSubscriptionAmazon Elastic Cloud Compute (Amazon EC2) - Automate Your Infrastructure (Includes Labs)A 4.5-hour intermediate course on cloud infrastructure.Open ↗Admin and costFreeAmazon Elastic Compute Cloud (Amazon EC2) for Windows Instances - TroubleshootingA 30-minute intermediate course on administration and cost.Open ↗Admin and costFreeAmazon Elastic Container Service (Amazon ECS) - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAmazon Elastic File Service (Amazon EFS) Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Admin and costFreeAmazon Elastic Kubernetes Service (Amazon EKS) - TroubleshootingA 1-hour advanced course on administration and cost.Open ↗Cloud infrastructureFreeAmazon Elastic Kubernetes Service (EKS) Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗
Training
Amazon Connect Customer AI Self-Service CapabilitiesA 1-hour intermediate course on generative AI and LLMs.
Amazon Connect Customer AI Supervisor CapabilitiesA 1-hour intermediate course on generative AI and LLMs.
Amazon Connect Customer AI Workforce OptimizationA 1-hour intermediate course on generative AI and LLMs.
Amazon Connect Customer Forecasting, Capacity Planning, and Scheduling - Knowledge Badge Readiness PathA 9-hour beginner learning path on machine learning and data science.
Amazon Connect Flow Modules and Step-by-Step GuidesA 1-hour intermediate course.
Amazon Connect Fundamentals AssessmentA 1-hour beginner course for getting started.
Amazon Connect Getting StartedA 1-hour beginner course on app development.
Amazon Connect IntroductionA 15-minute beginner course for getting started.
Amazon Connect Metrics & AnalyticsA 1-hour beginner course on SQL, analytics and BI.
Amazon Connect Outbound Communication Campaign Strategy and SegmentationA 1-hour intermediate course.
Amazon Connect Outbound Communication FoundationsA 1-hour beginner course for getting started.
Amazon Connect Outbound Communications - Knowledge Badge Readiness PathA 7.3-hour intermediate learning path on cloud infrastructure.
Amazon Connect Outbound Communications Advanced Campaign ManagementA 45-minute intermediate course.
Amazon Connect Outbound Communications AssessmentA 1-hour intermediate course.
Amazon Connect Outbound Communications Channel Configuration and SetupA 1-hour intermediate course on administration and cost.
Amazon Connect Outbound Communications Contact Flows and Campaign ControlsA 1-hour intermediate course.
Amazon Connect Outbound Communications Multi-Channel Campaign DesignA 45-minute intermediate course.
Amazon Connect Outbound Communications Performance Optimization and AnalyticsA 45-minute intermediate course on SQL, analytics and BI.
Amazon Connect Reporting & Analytics - AssessmentA 1-hour intermediate course on SQL, analytics and BI.
Amazon Connect Rules and Notification ManagementA 1-hour intermediate course.
Amazon Connect Testing and SimulationA 1-hour intermediate course.
Amazon DataZone Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Amazon DocumentDB (includes labs)A 5-hour beginner learning path on databases.
Amazon DocumentDB (with MongoDB Compatibility) Getting StartedA 1-hour beginner course on databases.
Amazon DynamoDB - Data Modeling TechniquesA 1-hour intermediate course on databases.
Amazon DynamoDB - TroubleshootingA 45-minute intermediate course on databases.
Amazon DynamoDB Streams and TTLA 1.5-hour intermediate hands-on lab on streaming.
Amazon EBS Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon EC2 Auto Scaling Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon ECR Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon ECS Auto Scaling and Cost OptimizationA 1.5-hour intermediate course on administration and cost.
Amazon ECS DeploymentA 1.5-hour intermediate course on administration and cost.
Amazon ECS FundamentalsA 1-hour beginner course on cloud infrastructure.
Amazon ECS Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon ECS Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.
Amazon ECS NetworkingA 1.5-hour intermediate course on cloud infrastructure.
Amazon ECS ObservabilityA 1.5-hour intermediate course on administration and cost.
Amazon ECS SecurityA 1.5-hour intermediate course on governance and security.
Amazon EKS Anywhere Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon EKS Deployment OptionsA 35-minute beginner course on administration and cost.
Amazon EKS Knowledge Badge AssessmentA 1.5-hour intermediate course on cloud infrastructure.
Amazon EKS NetworkingA 1-hour intermediate course on cloud infrastructure.
Amazon EKS SecurityA 1-hour intermediate course on governance and security.
Amazon Elastic Block Store - TroubleshootingA 30-minute intermediate course on administration and cost.
Amazon Elastic Cloud Compute (Amazon EC2) - Automate Your Infrastructure (Includes Labs)A 4.5-hour intermediate course on cloud infrastructure.
Amazon Elastic Compute Cloud (Amazon EC2) for Windows Instances - TroubleshootingA 30-minute intermediate course on administration and cost.
Amazon Elastic Container Service (Amazon ECS) - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon Elastic File Service (Amazon EFS) Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon Elastic Kubernetes Service (Amazon EKS) - TroubleshootingA 1-hour advanced course on administration and cost.
Amazon Elastic Kubernetes Service (EKS) Getting StartedA 1-hour 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.