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 LLMsPaidPractical Data Science with Amazon SageMakerAn 8-hour intermediate live class on generative AI and LLMs.since 2025Open ↗Cloud infrastructurePaidAdvanced Architecting on AWSA 24-hour advanced live class on cloud infrastructure.since 2025Open ↗Data engineeringPaidBuilding Data Lakes on AWSAn 8-hour intermediate live class on data engineering.since 2025Open ↗App developmentPaidNetworking Essentials for Cloud Applications on AWSAn 8-hour intermediate live class on app development.since 2025Open ↗Data engineeringPaidData Warehousing on AWSA 24-hour advanced live class on data engineering.since 2025Open ↗Admin and costPaidCloud Operations on AWS (formerly Systems Operations)A 24-hour intermediate live class on administration and cost.since 2025Open ↗Governance and securityPaidAWS Security EssentialsA 6-hour beginner live class on governance and security.since 2025Open ↗App developmentPaidDeveloping Serverless Solutions on AWSA 24-hour intermediate live class on app development.since 2025Open ↗Admin and costFreeDomain 1 Review: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 40-minute intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.since 2025Open ↗Getting startedFreeAWS for Media & Entertainment – Content Production FoundationsA 2.9-hour intermediate learning path for getting started.since 2025Open ↗App developmentFreeAWS Serverless DemonstratedA 2.1-hour intermediate badge course on app development.since 2025Open ↗Data engineeringFreeAWS Transform for mainframe - Beyond the BasicsA 1.5-hour intermediate course on data engineering.since 2025Open ↗Data engineeringFreeAWS Transform for mainframe FundamentalsA 45-minute beginner course on data engineering.since 2025Open ↗Data engineeringPaidBuilding Batch Data Analytics Solutions on AWSAn 8-hour beginner live class on data engineering.since 2025Open ↗SQL and analyticsPaidBuilding Streaming Data Analytics Solutions on AWSAn 8-hour intermediate live class on SQL, analytics and BI.since 2025Open ↗GenAI and LLMsPaidDeveloping Generative AI Applications on AWSA 16-hour advanced live class on generative AI and LLMs.since 2025Open ↗OtherFreeMicrocredential Preview ExperienceA 30-minute beginner badge course.since 2025Open ↗Cloud infrastructurePaidRunning Containers on Amazon Elastic Kubernetes Service (Amazon EKS)A 24-hour intermediate live class on cloud infrastructure.since 2025Open ↗Governance and securityPaidSecurity Engineering on AWSA 24-hour intermediate live class on governance and security.since 2025Open ↗App developmentFreeServerless - Knowledge Badge Readiness Path (includes Labs)A 14.3-hour advanced learning path on app development.since 2025Open ↗Machine learningPaidAmazon SageMaker Studio for Data ScientistsA 24-hour advanced live class on machine learning and data science.since 2025Open ↗Admin and costPaidAWS Migration EssentialsAn 8-hour beginner live class on administration and cost.since 2025Open ↗GenAI and LLMsPaidGenerative AI Essentials on AWSA 6-hour beginner live class on generative AI and LLMs.since 2025Open ↗SQL and analyticsPaidBuilding Data Analytics Solutions Using Amazon RedshiftAn 8-hour intermediate live class on SQL, analytics and BI.since 2025Open ↗Cloud infrastructureFreeIntroduction to AWS Capabilities by RegionA 1-hour beginner course on cloud infrastructure.since 2025Open ↗Cloud infrastructurePaidAWS Discovery Day: AWS Cloud Essentials for Business LeadersA 1-hour beginner live class on cloud infrastructure.since 2025Open ↗Data engineeringFreeAWS Transform for .NET Getting StartedA 1-hour beginner course on data engineering.since 2025Open ↗App developmentSubscriptionLab - Deploy and Scale Containerized Applications with AWS FargateA 1.5-hour beginner hands-on lab on app development.since 2025Open ↗GenAI and LLMsSubscriptionLab - Secure Your Agentic Applications Using Amazon Bedrock GuardrailsA 1-hour advanced hands-on lab on generative AI and LLMs.since 2025Open ↗Cloud infrastructureSubscriptionOfficial Pretest: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.5-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Governance and securityFreeData Perimeter Implementation in AWS OrganizationsA 3-hour advanced course on governance and security.since 2025Open ↗Governance and securityFreeSetting up Delegated Administrator for AWS services integrated with AWS OrganizationsA 2-hour advanced course on governance and security.since 2025Open ↗Cloud infrastructurePaidArchitecting on AWSA 24-hour intermediate live class on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionAWS Jam EventsAn 8-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗App developmentFreeSalesforce on AWS - From Basics to Business InnovationA 1-hour beginner course on app development.since 2025Open ↗Admin and costPaidAWS Well-Architected Best PracticesAn 8-hour intermediate live class on administration and cost.since 2025Open ↗DatabasesFreeAmazon DynamoDB Accelerator (DAX) (Amazon DAX) Getting StartedA 1-hour beginner course on databases.since 2025Open ↗GenAI and LLMsFreeAWS ML Engineer Associate Learning Plan (includes labs)A 25.4-hour advanced learning path on generative AI and LLMs.since 2025Open ↗Admin and costFreeOfficial Practice Question Set: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 40-minute beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.since 2025Open ↗SQL and analyticsFreeAmazon Redshift Getting StartedA 1-hour beginner course on SQL, analytics and BI.since 2025Open ↗Cloud infrastructureFreeCloud for CHROsA 50-minute beginner course on cloud infrastructure.since 2025Open ↗Admin and costFreeIntroduction to Capacity Manager for Amazon EC2A 30-minute beginner course on administration and cost.since 2025Open ↗GenAI and LLMsFreeModel Context Protocol (MCP) – Simply explainedA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAWS Agentic AI DemonstratedA 2.2-hour intermediate badge course on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeAWS Skill Builder TriviaA beginner course on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeAWS SimuLearn: Computing SolutionsA 1-hour beginner hands-on lab on cloud infrastructure.since 2025Open ↗App developmentSubscriptionAWS SimuLearn: Serverless FoundationsA 1-hour beginner hands-on lab on app development.since 2025Open ↗Governance and securityFreeAmazon CloudWatch - TroubleshootingA 1-hour intermediate course on governance and security.since 2025Open ↗Admin and costFreeAWS CloudWatch Service Learning Plan (includes labs)A 10.3-hour intermediate learning path on administration and cost.since 2025Open ↗Admin and costSubscriptionDigital Classroom - Cloud Operations on AWSA 24-hour intermediate live class on administration and cost.since 2025Open ↗
Training
Practical Data Science with Amazon SageMakerAn 8-hour intermediate live class on generative AI and LLMs.
Advanced Architecting on AWSA 24-hour advanced live class on cloud infrastructure.
Building Data Lakes on AWSAn 8-hour intermediate live class on data engineering.
Networking Essentials for Cloud Applications on AWSAn 8-hour intermediate live class on app development.
Data Warehousing on AWSA 24-hour advanced live class on data engineering.
Cloud Operations on AWS (formerly Systems Operations)A 24-hour intermediate live class on administration and cost.
AWS Security EssentialsA 6-hour beginner live class on governance and security.
Developing Serverless Solutions on AWSA 24-hour intermediate live class on app development.
Domain 1 Review: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 40-minute intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.
AWS for Media & Entertainment – Content Production FoundationsA 2.9-hour intermediate learning path for getting started.
AWS Serverless DemonstratedA 2.1-hour intermediate badge course on app development.
AWS Transform for mainframe - Beyond the BasicsA 1.5-hour intermediate course on data engineering.
AWS Transform for mainframe FundamentalsA 45-minute beginner course on data engineering.
Building Batch Data Analytics Solutions on AWSAn 8-hour beginner live class on data engineering.
Building Streaming Data Analytics Solutions on AWSAn 8-hour intermediate live class on SQL, analytics and BI.
Developing Generative AI Applications on AWSA 16-hour advanced live class on generative AI and LLMs.
Microcredential Preview ExperienceA 30-minute beginner badge course.
Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS)A 24-hour intermediate live class on cloud infrastructure.
Security Engineering on AWSA 24-hour intermediate live class on governance and security.
Serverless - Knowledge Badge Readiness Path (includes Labs)A 14.3-hour advanced learning path on app development.
Amazon SageMaker Studio for Data ScientistsA 24-hour advanced live class on machine learning and data science.
AWS Migration EssentialsAn 8-hour beginner live class on administration and cost.
Generative AI Essentials on AWSA 6-hour beginner live class on generative AI and LLMs.
Building Data Analytics Solutions Using Amazon RedshiftAn 8-hour intermediate live class on SQL, analytics and BI.
Introduction to AWS Capabilities by RegionA 1-hour beginner course on cloud infrastructure.
AWS Discovery Day: AWS Cloud Essentials for Business LeadersA 1-hour beginner live class on cloud infrastructure.
AWS Transform for .NET Getting StartedA 1-hour beginner course on data engineering.
Lab - Deploy and Scale Containerized Applications with AWS FargateA 1.5-hour beginner hands-on lab on app development.
Lab - Secure Your Agentic Applications Using Amazon Bedrock GuardrailsA 1-hour advanced hands-on lab on generative AI and LLMs.
Official Pretest: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.5-hour beginner exam prep course on cloud infrastructure.
Data Perimeter Implementation in AWS OrganizationsA 3-hour advanced course on governance and security.
Setting up Delegated Administrator for AWS services integrated with AWS OrganizationsA 2-hour advanced course on governance and security.
Architecting on AWSA 24-hour intermediate live class on cloud infrastructure.
AWS Jam EventsAn 8-hour beginner hands-on lab on cloud infrastructure.
Salesforce on AWS - From Basics to Business InnovationA 1-hour beginner course on app development.
AWS Well-Architected Best PracticesAn 8-hour intermediate live class on administration and cost.
Amazon DynamoDB Accelerator (DAX) (Amazon DAX) Getting StartedA 1-hour beginner course on databases.
AWS ML Engineer Associate Learning Plan (includes labs)A 25.4-hour advanced learning path on generative AI and LLMs.
Official Practice Question Set: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 40-minute beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.
Amazon Redshift Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Cloud for CHROsA 50-minute beginner course on cloud infrastructure.
Introduction to Capacity Manager for Amazon EC2A 30-minute beginner course on administration and cost.
Model Context Protocol (MCP) – Simply explainedA 1-hour beginner course on generative AI and LLMs.
AWS Agentic AI DemonstratedA 2.2-hour intermediate badge course on generative AI and LLMs.
AWS Skill Builder TriviaA beginner course on cloud infrastructure.
AWS SimuLearn: Computing SolutionsA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Serverless FoundationsA 1-hour beginner hands-on lab on app development.
Amazon CloudWatch - TroubleshootingA 1-hour intermediate course on governance and security.
AWS CloudWatch Service Learning Plan (includes labs)A 10.3-hour intermediate learning path on administration and cost.
Digital Classroom - Cloud Operations on AWSA 24-hour intermediate live class on administration and cost.

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.