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
Governance and securityFreePerforming a Basic Audit of your AWS EnvironmentA 1-hour beginner hands-on lab on governance and security.since 2022Open ↗Admin and costFreeRunning High Performance Applications with Amazon FSxA 1-hour intermediate course on administration and cost.since 2022Open ↗App developmentFreeScaling Serverless ArchitecturesA 1.5-hour intermediate course on app development.since 2022Open ↗Governance and securityFreeSecuring Data in Amazon Elastic File System (Amazon EFS)A 55-minute advanced course on governance and security.since 2022Open ↗Cloud infrastructureFreeUnderstanding AWS Networking GatewaysA 30-minute beginner course on cloud infrastructure.since 2022Open ↗Admin and costFreeUsing Amazon GameLift FleetIQ for Game ServersA 1.5-hour intermediate course on administration and cost.since 2022Open ↗Governance and securitySubscriptionUsing Data Encryption in AWSA 1.5-hour advanced hands-on lab on governance and security.since 2022Open ↗App developmentSubscriptionWorking with Amazon CloudFront for Dynamic Content AccelerationA 1.5-hour intermediate hands-on lab on app development.since 2022Open ↗Cloud infrastructureSubscriptionWorking with Amazon Elastic Container ServiceA 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗App developmentSubscriptionWorking with AWS CodeCommitA 1-hour beginner hands-on lab on app development.since 2022Open ↗Cloud infrastructureSubscriptionWorking with Elastic Load BalancingA 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Admin and costFreeAWS Billing and Cost ManagementA 20-minute beginner course on administration and cost.since 2022Open ↗Cloud infrastructureSubscriptionIntroduction to Elastic Load BalancingA 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗App developmentFreeIntroduction to Amazon API GatewayA 1-hour beginner hands-on lab on app development.since 2022Open ↗App developmentFreeIntroduction to Amazon CloudFrontA 1-hour beginner hands-on lab on app development.since 2022Open ↗App developmentFreeIntroduction to AWS LambdaA 45-minute beginner hands-on lab on app development.since 2022Open ↗Cloud infrastructureSubscriptionCloud QuestA 12-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeIntroduction to AWS Cloud Game DevelopmentA 1-hour intermediate course on cloud infrastructure.since 2022Open ↗Admin and costFreeAmazon Connect: Introduction to the Administrative InterfaceA 1.5-hour beginner course on administration and cost.since 2022Open ↗Governance and securityFreeUnderstanding Amazon EBS Volume EncryptionA 2-minute beginner course on governance and security.since 2022Open ↗Cloud infrastructureSubscriptionIntroduction to Amazon Elastic Block Store (Amazon EBS)A 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeIntroduction to Amazon Simple Storage Service (S3)A 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗OtherFreeAmazon Connect: Creating and Managing Amazon Connect InstancesA 1-hour beginner course.since 2022Open ↗Cloud infrastructureFreeAmazon Elastic Block Store (Amazon EBS) PrimerA 1.5-hour intermediate course on cloud infrastructure.since 2022Open ↗SQL and analyticsFreeDive Deep into Amazon Connect Reporting and MetricsA 3-hour advanced course on SQL, analytics and BI.since 2022Open ↗Getting startedFreeIntroduction to Amazon Connect and the Connect Control Panel (CCP)A 45-minute beginner course for getting started.since 2022Open ↗Cloud infrastructureFreeIntroduction to Amazon EC2A 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Admin and costFreeDeep Dive: Amazon Elastic Block Store (Amazon EBS) Cost OptimizationA 30-minute advanced course on administration and cost.since 2022Open ↗Cloud infrastructureFreeBuild with Amazon EC2A 2.5-hour intermediate course on cloud infrastructure.since 2022Open ↗OtherFreeAWS Cloud for Finance ProfessionalsA 17-hour beginner course.since 2022Open ↗Cloud infrastructureFreeBuilding Enterprise Architectures in Amazon ECSA 1.5-hour advanced course on cloud infrastructure.since 2022Open ↗App developmentSubscriptionManaging Applications at Scale with Amazon ECSA 1.5-hour advanced hands-on lab on app development.since 2022Open ↗App developmentFreeManaging the Application Lifecycle in Amazon ECSA 1.5-hour advanced course on app development.since 2022Open ↗Admin and costFreeObserving, Troubleshooting, and Optimizing Workloads Running on Amazon ECSA 2.5-hour advanced course on administration and cost.since 2022Open ↗DatabasesFreeAmazon RDS Service PrimerA 20-minute beginner course on databases.since 2022Open ↗Governance and securityFreeDifferences Between Security Groups and NACLsA 7-minute beginner course on governance and security.since 2022Open ↗Cloud infrastructureSubscriptionIntroduction to Amazon Elastic Container RegistryA 1-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗GenAI and LLMsFreeMachine Learning Terminology and ProcessA 1-hour intermediate course on generative AI and LLMs.since 2022Open ↗Governance and securityFreeProtecting Your Instance with Security GroupsA 10-minute beginner course on governance and security.since 2022Open ↗Governance and securityFreeAWS Security Best Practices: ComputingA 2-hour intermediate course on governance and security.since 2022Open ↗Governance and securityFreeAWS Security Best Practices: Monitoring and AlertingA 2-hour intermediate course on governance and security.since 2022Open ↗Governance and securityFreeAWS Security Best Practices: Network InfrastructureA 1.5-hour intermediate course on governance and security.since 2022Open ↗Governance and securityFreeAWS Security Best Practices: OverviewA 1.6-hour intermediate course on governance and security.since 2022Open ↗GenAI and LLMsFreeMachine Learning Essentials for Business and Technical Decision MakersA 1.5-hour beginner course on generative AI and LLMs.since 2022Open ↗Cloud infrastructureFreeGame Server Hosting on AWSA 1.3-hour intermediate course on cloud infrastructure.since 2022Open ↗SQL and analyticsSubscriptionAnalyze Big Data with HadoopA 1-hour beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗Cloud infrastructureFreeAWS Cloud Quest: Cloud PractitionerA 12-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Data engineeringSubscriptionExploring Google Ngrams with Amazon EMR and HiveA 1.3-hour advanced hands-on lab on data engineering.since 2022Open ↗SQL and analyticsSubscriptionIntroduction to Amazon RedshiftA 1.3-hour beginner hands-on lab on SQL, analytics and BI.since 2022Open ↗DatabasesFreeIntroduction to Database MigrationA 45-minute beginner course on databases.since 2022Open ↗
Training
Performing a Basic Audit of your AWS EnvironmentA 1-hour beginner hands-on lab on governance and security.
Running High Performance Applications with Amazon FSxA 1-hour intermediate course on administration and cost.
Scaling Serverless ArchitecturesA 1.5-hour intermediate course on app development.
Securing Data in Amazon Elastic File System (Amazon EFS)A 55-minute advanced course on governance and security.
Understanding AWS Networking GatewaysA 30-minute beginner course on cloud infrastructure.
Using Amazon GameLift FleetIQ for Game ServersA 1.5-hour intermediate course on administration and cost.
Using Data Encryption in AWSA 1.5-hour advanced hands-on lab on governance and security.
Working with Amazon CloudFront for Dynamic Content AccelerationA 1.5-hour intermediate hands-on lab on app development.
Working with Amazon Elastic Container ServiceA 1-hour beginner hands-on lab on cloud infrastructure.
Working with AWS CodeCommitA 1-hour beginner hands-on lab on app development.
Working with Elastic Load BalancingA 1-hour beginner hands-on lab on cloud infrastructure.
AWS Billing and Cost ManagementA 20-minute beginner course on administration and cost.
Introduction to Elastic Load BalancingA 1-hour beginner hands-on lab on cloud infrastructure.
Introduction to Amazon API GatewayA 1-hour beginner hands-on lab on app development.
Introduction to Amazon CloudFrontA 1-hour beginner hands-on lab on app development.
Introduction to AWS LambdaA 45-minute beginner hands-on lab on app development.
Cloud QuestA 12-hour beginner hands-on lab on cloud infrastructure.
Introduction to AWS Cloud Game DevelopmentA 1-hour intermediate course on cloud infrastructure.
Amazon Connect: Introduction to the Administrative InterfaceA 1.5-hour beginner course on administration and cost.
Understanding Amazon EBS Volume EncryptionA 2-minute beginner course on governance and security.
Introduction to Amazon Elastic Block Store (Amazon EBS)A 1-hour beginner hands-on lab on cloud infrastructure.
Introduction to Amazon Simple Storage Service (S3)A 1-hour beginner hands-on lab on cloud infrastructure.
Amazon Connect: Creating and Managing Amazon Connect InstancesA 1-hour beginner course.
Amazon Elastic Block Store (Amazon EBS) PrimerA 1.5-hour intermediate course on cloud infrastructure.
Dive Deep into Amazon Connect Reporting and MetricsA 3-hour advanced course on SQL, analytics and BI.
Introduction to Amazon Connect and the Connect Control Panel (CCP)A 45-minute beginner course for getting started.
Introduction to Amazon EC2A 1-hour beginner hands-on lab on cloud infrastructure.
Deep Dive: Amazon Elastic Block Store (Amazon EBS) Cost OptimizationA 30-minute advanced course on administration and cost.
Build with Amazon EC2A 2.5-hour intermediate course on cloud infrastructure.
AWS Cloud for Finance ProfessionalsA 17-hour beginner course.
Building Enterprise Architectures in Amazon ECSA 1.5-hour advanced course on cloud infrastructure.
Managing Applications at Scale with Amazon ECSA 1.5-hour advanced hands-on lab on app development.
Managing the Application Lifecycle in Amazon ECSA 1.5-hour advanced course on app development.
Observing, Troubleshooting, and Optimizing Workloads Running on Amazon ECSA 2.5-hour advanced course on administration and cost.
Amazon RDS Service PrimerA 20-minute beginner course on databases.
Differences Between Security Groups and NACLsA 7-minute beginner course on governance and security.
Introduction to Amazon Elastic Container RegistryA 1-hour beginner hands-on lab on cloud infrastructure.
Machine Learning Terminology and ProcessA 1-hour intermediate course on generative AI and LLMs.
Protecting Your Instance with Security GroupsA 10-minute beginner course on governance and security.
AWS Security Best Practices: ComputingA 2-hour intermediate course on governance and security.
AWS Security Best Practices: Monitoring and AlertingA 2-hour intermediate course on governance and security.
AWS Security Best Practices: Network InfrastructureA 1.5-hour intermediate course on governance and security.
AWS Security Best Practices: OverviewA 1.6-hour intermediate course on governance and security.
Machine Learning Essentials for Business and Technical Decision MakersA 1.5-hour beginner course on generative AI and LLMs.
Game Server Hosting on AWSA 1.3-hour intermediate course on cloud infrastructure.
Analyze Big Data with HadoopA 1-hour beginner hands-on lab on SQL, analytics and BI.
AWS Cloud Quest: Cloud PractitionerA 12-hour beginner hands-on lab on cloud infrastructure.
Exploring Google Ngrams with Amazon EMR and HiveA 1.3-hour advanced hands-on lab on data engineering.
Introduction to Amazon RedshiftA 1.3-hour beginner hands-on lab on SQL, analytics and BI.
Introduction to Database MigrationA 45-minute beginner 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.