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
App developmentFreeDeploying Serverless ApplicationsA 1.5-hour intermediate course on app development.since 2022Open ↗OtherFreeAmazon Connect: Implementing Chat in ConnectA 1-hour intermediate course.since 2022Open ↗OtherFreeAmazon Connect: Implementing Task on ConnectA 2-hour intermediate course.since 2022Open ↗Cloud infrastructureFreeAWS for Games Containers PrinciplesA 3.9-hour intermediate course on cloud infrastructure.since 2022Open ↗GenAI and LLMsFreeGetting Started with Amazon PersonalizeA 1-hour beginner course on generative AI and LLMs.since 2022Open ↗Cloud infrastructureFreeAWS Snowball Edge PrimerA 2.1-hour intermediate course on cloud infrastructure.since 2022Open ↗DatabasesFreeIntroduction to Building with AWS DatabasesA 3-hour beginner course on databases.since 2022Open ↗Admin and costFreeIntroduction to the AWS Cloud Adoption Framework (CAF)A 45-minute beginner course on administration and cost.since 2022Open ↗App developmentSubscriptionBuilding and Deploying a Containerized Application with Amazon Elastic Kubernetes ServiceA 1-hour intermediate hands-on lab on app development.since 2022Open ↗Governance and securitySubscriptionSecuring the EndpointA 1.3-hour intermediate hands-on lab on governance and security.since 2022Open ↗Admin and costSubscriptionTroubleshooting connectivity using EC2 Serial ConsoleA 1.5-hour beginner hands-on lab on administration and cost.since 2022Open ↗DatabasesFreeAmazon Aurora MySQL and Amazon RDS MySQLAn 8-hour intermediate course on databases.since 2022Open ↗DatabasesFreeAmazon Aurora Service PrimerA 20-minute beginner course on databases.since 2022Open ↗DatabasesFreeAmazon DynamoDB Service PrimerA 20-minute beginner course on databases.since 2022Open ↗Cloud infrastructureFreeAmazon FSx for NetApp ONTAP PrimerA 1.3-hour beginner course on cloud infrastructure.since 2022Open ↗SQL and analyticsFreeAmazon Redshift Service PrimerA 20-minute beginner course on SQL, analytics and BI.since 2022Open ↗Admin and costFreeAmazon Simple Storage Service (Amazon S3) Cost OptimizationA 1-hour advanced course on administration and cost.since 2022Open ↗Cloud infrastructureFreeAmazon Simple Storage Service (Amazon S3) Storage Classes Deep DiveA 1-hour intermediate course on cloud infrastructure.since 2022Open ↗Governance and securityFreeAuditing Amazon Simple Storage Service (Amazon S3) SecurityA 1-hour intermediate course on governance and security.since 2022Open ↗Governance and securitySubscriptionAuditing Your Security with AWS Trusted AdvisorA 1.5-hour intermediate hands-on lab on governance and security.since 2022Open ↗App developmentSubscriptionAutomating AWS Services with Scripting and the AWS CLIA 1.3-hour intermediate hands-on lab on app development.since 2022Open ↗Admin and costFreeAWS Backup PrimerA 1.2-hour intermediate course on administration and cost.since 2022Open ↗Getting startedFreeAWS Elemental MediaConvert PrimerA 1-hour intermediate course for getting started.since 2022Open ↗GenAI and LLMsFreeAWS Foundations: How Amazon SageMaker Can HelpA 30-minute beginner course on generative AI and LLMs.since 2022Open ↗Cloud infrastructureFreeAWS Networking BasicsA 2-hour beginner course on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeAWS Storage Gateway Deep Dive: Amazon S3 File GatewayA 1.1-hour advanced course on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeAWS Storage Gateway Deep Dive: Tape GatewayA 1.3-hour advanced course on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeAWS Storage Gateway Deep Dive: Volume GatewayA 1.3-hour advanced course on cloud infrastructure.since 2022Open ↗Cloud infrastructureFreeBuild with Amazon FSx for OpenZFSA 1-hour intermediate course on cloud infrastructure.since 2022Open ↗DatabasesSubscriptionBuilding VPC, S3, EC2, and RDS Products with AWS Service CatalogA 2-hour beginner hands-on lab on databases.since 2022Open ↗Cloud infrastructureSubscriptionBuilding Your First Amazon Virtual Private Cloud (VPC)A 1.5-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗SQL and analyticsSubscriptionCollecting and Analyzing Logs with Amazon CloudWatch Logs InsightsA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.since 2022Open ↗Governance and securitySubscriptionCreating an Amazon Virtual Private Cloud (VPC) with AWS CloudFormationA 1-hour beginner hands-on lab on governance and security.since 2022Open ↗Admin and costFreeDeep Dive: Amazon Elastic Block Store (Amazon EBS) Performance OptimizationA 1-hour advanced course on administration and cost.since 2022Open ↗Cloud infrastructureFreeDeep Dive: Architecting with Amazon Elastic Block Store (Amazon EBS)A 2.3-hour advanced course on cloud infrastructure.since 2022Open ↗Admin and costFreeDeep Dive: Managing and Monitoring Amazon Elastic Block Store (Amazon EBS)A 1-hour advanced course on administration and cost.since 2022Open ↗App developmentSubscriptionDeploying Your First AWS Lambda ContainerA 2-hour intermediate hands-on lab on app development.since 2022Open ↗Cloud infrastructureFreeDesigning and Deploying an Amazon Elastic File System (Amazon EFS) SolutionA 1.3-hour advanced course on cloud infrastructure.since 2022Open ↗OtherFreeDigital Rights Management and the SPEKE Protocol in Video WorkflowsA 45-minute intermediate course.since 2022Open ↗Governance and securitySubscriptionFiltering and blocking web incursions with AWS WAFA 1.5-hour intermediate hands-on lab on governance and security.since 2022Open ↗DatabasesFreeGetting Started with Amazon MemoryDB for RedisA 1-hour beginner course on databases.since 2022Open ↗Cloud infrastructureFreeGetting Started with AWS IoTA 35-minute beginner course on cloud infrastructure.since 2022Open ↗DatabasesSubscriptionIntroduction to Amazon AuroraA 1-hour beginner hands-on lab on databases.since 2022Open ↗DatabasesSubscriptionIntroduction to Amazon Relational Database Service (RDS) (Windows)A 1-hour beginner hands-on lab on databases.since 2022Open ↗Cloud infrastructureSubscriptionIntroduction to AWS Internet of Things (IoT)A 1.5-hour beginner hands-on lab on cloud infrastructure.since 2022Open ↗Governance and securityFreeIntroduction to AWS Key Management ServiceA 1-hour beginner hands-on lab on governance and security.since 2022Open ↗Getting startedFreeIntroduction to AWS Media Services by Use CaseA 45-minute beginner course for getting started.since 2022Open ↗Governance and securitySubscriptionLaunching and Managing a Web Application with AWS CloudFormationA 2-hour intermediate hands-on lab on governance and security.since 2022Open ↗Admin and costFreeManaging, Monitoring, and Optimizing your Amazon Elastic File System (Amazon EFS) SolutionA 55-minute advanced course on administration and cost.since 2022Open ↗Cloud infrastructureFreeMoving to the Cloud with Amazon FSxA 1-hour intermediate course on cloud infrastructure.since 2022Open ↗
Training
Deploying Serverless ApplicationsA 1.5-hour intermediate course on app development.
Amazon Connect: Implementing Chat in ConnectA 1-hour intermediate course.
Amazon Connect: Implementing Task on ConnectA 2-hour intermediate course.
AWS for Games Containers PrinciplesA 3.9-hour intermediate course on cloud infrastructure.
Getting Started with Amazon PersonalizeA 1-hour beginner course on generative AI and LLMs.
AWS Snowball Edge PrimerA 2.1-hour intermediate course on cloud infrastructure.
Introduction to Building with AWS DatabasesA 3-hour beginner course on databases.
Introduction to the AWS Cloud Adoption Framework (CAF)A 45-minute beginner course on administration and cost.
Building and Deploying a Containerized Application with Amazon Elastic Kubernetes ServiceA 1-hour intermediate hands-on lab on app development.
Securing the EndpointA 1.3-hour intermediate hands-on lab on governance and security.
Troubleshooting connectivity using EC2 Serial ConsoleA 1.5-hour beginner hands-on lab on administration and cost.
Amazon Aurora MySQL and Amazon RDS MySQLAn 8-hour intermediate course on databases.
Amazon Aurora Service PrimerA 20-minute beginner course on databases.
Amazon DynamoDB Service PrimerA 20-minute beginner course on databases.
Amazon FSx for NetApp ONTAP PrimerA 1.3-hour beginner course on cloud infrastructure.
Amazon Redshift Service PrimerA 20-minute beginner course on SQL, analytics and BI.
Amazon Simple Storage Service (Amazon S3) Cost OptimizationA 1-hour advanced course on administration and cost.
Amazon Simple Storage Service (Amazon S3) Storage Classes Deep DiveA 1-hour intermediate course on cloud infrastructure.
Auditing Amazon Simple Storage Service (Amazon S3) SecurityA 1-hour intermediate course on governance and security.
Auditing Your Security with AWS Trusted AdvisorA 1.5-hour intermediate hands-on lab on governance and security.
Automating AWS Services with Scripting and the AWS CLIA 1.3-hour intermediate hands-on lab on app development.
AWS Backup PrimerA 1.2-hour intermediate course on administration and cost.
AWS Elemental MediaConvert PrimerA 1-hour intermediate course for getting started.
AWS Foundations: How Amazon SageMaker Can HelpA 30-minute beginner course on generative AI and LLMs.
AWS Networking BasicsA 2-hour beginner course on cloud infrastructure.
AWS Storage Gateway Deep Dive: Amazon S3 File GatewayA 1.1-hour advanced course on cloud infrastructure.
AWS Storage Gateway Deep Dive: Tape GatewayA 1.3-hour advanced course on cloud infrastructure.
AWS Storage Gateway Deep Dive: Volume GatewayA 1.3-hour advanced course on cloud infrastructure.
Build with Amazon FSx for OpenZFSA 1-hour intermediate course on cloud infrastructure.
Building VPC, S3, EC2, and RDS Products with AWS Service CatalogA 2-hour beginner hands-on lab on databases.
Building Your First Amazon Virtual Private Cloud (VPC)A 1.5-hour beginner hands-on lab on cloud infrastructure.
Collecting and Analyzing Logs with Amazon CloudWatch Logs InsightsA 1.5-hour intermediate hands-on lab on SQL, analytics and BI.
Creating an Amazon Virtual Private Cloud (VPC) with AWS CloudFormationA 1-hour beginner hands-on lab on governance and security.
Deep Dive: Amazon Elastic Block Store (Amazon EBS) Performance OptimizationA 1-hour advanced course on administration and cost.
Deep Dive: Architecting with Amazon Elastic Block Store (Amazon EBS)A 2.3-hour advanced course on cloud infrastructure.
Deep Dive: Managing and Monitoring Amazon Elastic Block Store (Amazon EBS)A 1-hour advanced course on administration and cost.
Deploying Your First AWS Lambda ContainerA 2-hour intermediate hands-on lab on app development.
Designing and Deploying an Amazon Elastic File System (Amazon EFS) SolutionA 1.3-hour advanced course on cloud infrastructure.
Digital Rights Management and the SPEKE Protocol in Video WorkflowsA 45-minute intermediate course.
Filtering and blocking web incursions with AWS WAFA 1.5-hour intermediate hands-on lab on governance and security.
Getting Started with Amazon MemoryDB for RedisA 1-hour beginner course on databases.
Getting Started with AWS IoTA 35-minute beginner course on cloud infrastructure.
Introduction to Amazon AuroraA 1-hour beginner hands-on lab on databases.
Introduction to Amazon Relational Database Service (RDS) (Windows)A 1-hour beginner hands-on lab on databases.
Introduction to AWS Internet of Things (IoT)A 1.5-hour beginner hands-on lab on cloud infrastructure.
Introduction to AWS Key Management ServiceA 1-hour beginner hands-on lab on governance and security.
Introduction to AWS Media Services by Use CaseA 45-minute beginner course for getting started.
Launching and Managing a Web Application with AWS CloudFormationA 2-hour intermediate hands-on lab on governance and security.
Managing, Monitoring, and Optimizing your Amazon Elastic File System (Amazon EFS) SolutionA 55-minute advanced course on administration and cost.
Moving to the Cloud with Amazon FSxA 1-hour intermediate 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.