AWS training

AWS Skill Builder · 2,481 trainings, 1,592 free · 318 retired kept

AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog

Read Nov 2026

Training	Format	Length	Price	First seen
Identifying security risks using AWS Cost and Usage Report dataA 45-minute beginner course on SQL, analytics and BI.	Course	45 min	Free	-
Implement Least Privilege Access with AWS IAM RolesA 2-hour advanced hands-on lab on governance and security.	Hands-on lab	2 h	Subscription	-
Implement user-level access control for multi-tenant ML platforms on Amazon SageMaker AIA 1.5-hour advanced course on generative AI and LLMs.	Course	1 h 30 min	Free	-
Implementing and Controlling Network Traffic on AWSA 1-hour intermediate hands-on lab on governance and security.	Hands-on lab	1 h	Subscription	-
Implementing Defense-in-Depth Security for AWS CodeBuild PipelinesA 1-hour intermediate course on data engineering.	Course	1 h	Free	-
Implementing dynamic feature flags with AWS AppConfig on AWS LambdaA 45-minute advanced course on app development.	Course	45 min	Free	-
Implementing Multi-Region Backup with Amazon S3 Cross-Region ReplicationA 1.5-hour advanced hands-on lab on data engineering.	Hands-on lab	1 h 30 min	Subscription	-
Implementing Standardized Agent Communication Protocols with Amazon Bedrock AgentCoreA 2-hour advanced course on generative AI and LLMs.	Course	2 h	Free	-
Improve bot accuracy with Amazon Lex Assisted NLUA 45-minute beginner course on generative AI and LLMs.	Course	45 min	Free	-
In-memory Databases Learning PlanA 3.8-hour intermediate learning path on databases.	Learning path	3 h 45 min	Free	-
In-memory Databases Learning Plan (includes labs)A 3.8-hour intermediate learning path on databases.	Learning path	3 h 45 min	Free	-
Increasing Application Security with Bedrock Guardrails and GenAIA 2.5-hour advanced course on generative AI and LLMs.	Course	2 h 30 min	Free	-
Infrastructure Migration & Modernization on AWSA 9.8-hour intermediate learning path on administration and cost.	Learning path	9 h 45 min	Free	-
Innovation and Transformation - Amazon’s Culture of Innovation OverviewA 22-minute beginner course on data engineering.	Course	22 min	Free	-
Instance Isolation with Elastic Network InterfacesA 1.2-hour beginner course on cloud infrastructure.	Course	1 h 10 min	Free	-
Integrate Atlassian Confluence Cloud with Amazon QuickA 45-minute beginner course on generative AI and LLMs.	Course	45 min	Free	-
Integrating Amazon Bedrock AgentCore with SlackA 45-minute intermediate course on generative AI and LLMs.	Course	45 min	Free	-
Integrating Amazon S3 Tables with Amazon SageMaker LakehouseA 2-hour intermediate course on machine learning and data science.	Course	2 h	Free	-
Integrating AWS API MCP Server with Amazon Quick using Amazon Bedrock AgentCore RuntimeA 45-minute advanced course on generative AI and LLMs.	Course	45 min	Free	-
Integrating AWS Data sources to build intelligent applications with Amazon SageMaker-(eLearning)A 1-hour intermediate course on generative AI and LLMs.	Course	1 h	Free	-
Integrating WhatsApp Business Messaging with AWS: Foundations for DevelopersA 1.5-hour beginner course on app development.	Course	1 h 30 min	Free	-
Intelligent Document Processing with Amazon Textract and Amazon BedrockA 45-minute intermediate hands-on lab on generative AI and LLMs.	Hands-on lab	45 min	Subscription	-
Intelligent radiology workflow optimization with AI agentsA 45-minute advanced live class on generative AI and LLMs.	Live class	45 min	Free	-
Intro to AWS Elastic BeanstalkA 30-minute beginner course for getting started.	Course	30 min	Free	-
Introducing Agentic Toolkit for AWSA 1-hour beginner course on generative AI and LLMs.	Course	1 h	Free	-
Introducing container caching in Amazon SageMaker AI for faster model scalingA 45-minute intermediate course on generative AI and LLMs.	Course	45 min	Free	-
Introducing granular cost attribution for Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.	Course	45 min	Free	-
Introducing Intelligent Cost Explanations in AWS Cost ExplorerA 45-minute beginner course on generative AI and LLMs.	Course	45 min	Free	-
Introducing OpenTelemetry and PromQL support in Amazon CloudWatchA 45-minute intermediate course on generative AI and LLMs.	Course	45 min	Free	-
Introduction to Advertising DomainA 15-minute intermediate course for getting started.	Course	15 min	Free	-
Introduction to AgentCore HarnessA 45-minute beginner course on generative AI and LLMs.	Course	45 min	Free	-
Introduction to AgentCore Runtime InstancesA 30-minute beginner course on generative AI and LLMs.	Course	30 min	Free	-
Introduction to AI Traffic MonetizationA 30-minute beginner course on generative AI and LLMs.	Course	30 min	Free	-
Introduction to Amazon Aurora AnalyticsA 1-hour beginner course on SQL, analytics and BI.	Course	1 h	Free	-
Introduction to Amazon Aurora PostgreSQL Limitless DatabaseA 2-hour intermediate course on databases.	Course	2 h	Free	-
Introduction to Amazon Bedrock AgentCore Policy Security CapabilitiesA 30-minute beginner course on generative AI and LLMs.	Course	30 min	Free	-
Introduction to Amazon Bedrock: Foundation Models and AI ApplicationsA 45-minute beginner course on generative AI and LLMs.	Course	45 min	Free	-
Introduction to Amazon CloudFront - Part 1A 30-minute beginner course on app development.	Course	30 min	Free	-
Introduction to Amazon CloudWatch OmniA 30-minute beginner course for getting started.	Course	30 min	Free	-
Introduction to Amazon CloudWatch RUMA 45-minute beginner course on administration and cost.	Course	45 min	Free	-
Introduction to Amazon CloudWatch SyntheticsA 45-minute beginner course on administration and cost.	Course	45 min	Free	-
Introduction to Amazon Connect Conversational Analytics for EmailA 30-minute beginner course on SQL, analytics and BI.	Course	30 min	Free	-
Introduction to Amazon Connect DecisionsA 1.5-hour beginner course on generative AI and LLMs.	Course	1 h 30 min	Free	-
Introduction to Amazon Connect HealthA 45-minute beginner course for getting started.	Course	45 min	Free	-
Introduction to Amazon Connect Health - Patient EngagementA 30-minute beginner course on generative AI and LLMs.	Course	30 min	Free	-
Introduction to Amazon EBS Cross-Account and Re-Key Support for Volume ClonesA 1-hour intermediate course on administration and cost.	Course	1 h	Free	-
Introduction to Amazon EC2 G7 InstancesA 30-minute beginner course on cloud infrastructure.	Course	30 min	Free	-
Introduction to Amazon EC2 Instance AttestationA 30-minute beginner course on cloud infrastructure.	Course	30 min	Free	-
Introduction to Amazon EC2 P6e-GB300 UltraServersA 30-minute beginner course on cloud infrastructure.	Course	30 min	Free	-
Introduction to Amazon Nova ForgeA 1-hour beginner course on generative AI and LLMs.	Course	1 h	Free	-

Added and retired by year

Year	Added	Retired
2026	+207	21
2025	+310	161
2024	+236	103
2023	+107	19
2022	+158	11
2021	+108	3
2020	0	0
2019 or before	0	0
No earlier recordfirst read by Training, Sep 2026	1,673

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 AIFree

Developing 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 learningFree

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.Self-paced · 1 h · BeginnerCourse →Data engineeringPaid

Data Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.Instructor-led · 3 days · IntermediateCourse →Generative AIPaid

Developing 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 engineeringPaid

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.Prepares for AWS Certified Data Engineer - AssociateInstructor-led · 1 day · BeginnerCourse →Machine learningPaid

Machine 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	Format	Length	Price	Prepares for
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	Self-paced	1 h	Free	-
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	Self-paced	1 h	Free	-
Data Engineering on AWSThree-day classroom course on designing, building and operating data pipelines and analytics solutions on AWS.PaidData engineering · Intermediate · 3 days	Instructor-led	3 days	Paid	-
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	Instructor-led	2 days	Paid	-
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	Instructor-led	1 day	Paid	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	Instructor-led	3 days	Paid	-

Certifications these courses prepare for

Certification1 courseAWS Certified Data Engineer - AssociatePrep courses →

Certification	Prep courses	Courses	Free
AWS Certified Data Engineer - Associate		1	0

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.