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 LLMsFreeIntroduction to Simplified Onboarding Experience for Amazon SageMaker AIA 30-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeIntroduction to Strands BoxA 15-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeIntroduction to the AWS AI LeagueA 30-minute beginner course on generative AI and LLMs.Open ↗Governance and securityFreeIntroduction to the AWS Sustainability serviceA 1-hour beginner course on governance and security.Open ↗App developmentFreeIntroduction to the new AWS sign-up experienceA 1-hour beginner course on app development.Open ↗GenAI and LLMsFreeIntroduction to vector search in Amazon DynamoDBA 45-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeInvestigating Service Issues with Amazon CloudWatch Application Signals Custom MetricsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeIt's safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeKick off Nova customization experiments using Nova Forge SDKA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeKiro for GeoAI - Spec-Driven Geospatial DevelopmentA 1.5-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeKiro Getting StartedA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeKiro Governance and Safety: Securing Agentic AI in EnterprisesA 1-hour intermediate course on generative AI and LLMs.Open ↗App developmentFreeKiro in Action: A Developer's WalkthroughA 45-minute beginner course on app development.Open ↗GenAI and LLMsFreeKiro: From Basics to Advanced FeaturesA 2.5-hour intermediate course on generative AI and LLMs.Open ↗AI agentsFreeKiro: Frontier Agent for Every PersonaA 1.5-hour intermediate course on AI agents.Open ↗DatabasesSubscriptionLab - Amazon DynamoDB - Implement Performance and Cost Optimization Best PracticesA 1-hour intermediate hands-on lab on databases.Open ↗Governance and securitySubscriptionLab - Audit AWS Resources with AWS Systems Manager and AWS ConfigA 1-hour intermediate hands-on lab on governance and security.Open ↗Governance and securitySubscriptionLab - Automate Infrastructure Compliance with AWS ConfigA 1-hour intermediate hands-on lab on governance and security.Open ↗Admin and costSubscriptionLab - Automate Patch Operations using AWS Systems Manager Patch ManagerA 1-hour advanced hands-on lab on administration and cost.Open ↗AI agentsSubscriptionLab - Automate Penetration Tests with AWS Security AgentA 1.5-hour intermediate hands-on lab on AI agents.Open ↗GenAI and LLMsSubscriptionLab - Automating Claims Processing with Amazon Quick AutomateA 1.5-hour beginner hands-on lab on generative AI and LLMs.Open ↗Admin and costSubscriptionLab - Automating Operations as CodeA 1-hour advanced hands-on lab on administration and cost.Open ↗Admin and costSubscriptionLab - Autoscale EC2 Instances with Amazon EventBridgeA 40-minute intermediate hands-on lab on administration and cost.Open ↗GenAI and LLMsSubscriptionLab - Build a Human-in-the-Loop Agentic WorkflowA 1.5-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Build and Evaluate RAG Applications using Knowledge Bases for Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Build Chatbots with Amazon LexA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionLab - Building a Serverless APIA 30-minute beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionLab - Building Agents with Amazon Bedrock AgentCore CLIA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionLab - Configure and Analyze Data with Amazon OpenSearch ServiceA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗Data engineeringSubscriptionLab - Configure Data Pipelines with AWS GlueA 1.3-hour intermediate hands-on lab on data engineering.Open ↗Admin and costSubscriptionLab - Configure File Systems with Amazon FSxA 1-hour intermediate hands-on lab on administration and cost.Open ↗Governance and securitySubscriptionLab - Configure Network Access Control Lists and Security Groups in Amazon VPCA 1-hour beginner hands-on lab on governance and security.Open ↗Admin and costSubscriptionLab - Configuring High Availability for Your ApplicationA 1-hour advanced hands-on lab on administration and cost.Open ↗Governance and securitySubscriptionLab - Configuring IAM Identity and resource-based policiesA 1-hour advanced hands-on lab on governance and security.Open ↗Cloud infrastructureSubscriptionLab - Create a Static Website with Amazon Simple Storage Service (Amazon S3)A 30-minute beginner hands-on lab on cloud infrastructure.Open ↗StreamingSubscriptionLab - Create and Manage a Basic Kafka Cluster using Amazon Managed Streaming for Apache Kafka (MSK)A 1-hour beginner hands-on lab on streaming.Open ↗GenAI and LLMsSubscriptionLab - Create functions using AWS SDK for Python with Amazon Bedrock APIA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionLab - Create Interactive Dashboards with Amazon Quick SightA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗App developmentSubscriptionLab - Create Queues and Handle Messages using Amazon Simple Queue Service (Amazon SQS)A 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionLab - Create Topics and Subscriptions using Amazon Simple Notification Service (Amazon SNS)A 1-hour beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionLab - Creating an AWS DevOps AI Agent with the Strands Agents SDKA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗DatabasesSubscriptionLab - Data Modeling for Amazon DynamoDBA 1-hour intermediate hands-on lab on databases.Open ↗DatabasesSubscriptionLab - Deploy and Manage Oracle Databases with Amazon RDS for OracleA 1-hour beginner hands-on lab on databases.Open ↗DatabasesSubscriptionLab - Deploy and Scale MySQL Databases with Amazon RDS for MySQLA 1-hour beginner hands-on lab on databases.Open ↗Admin and costSubscriptionLab - Deploying and managing Infrastructure as CodeA 1-hour advanced hands-on lab on administration and cost.Open ↗Admin and costSubscriptionLab - Deploying Software to Amazon EC2 with AWS CodeDeployA 1.3-hour intermediate hands-on lab on administration and cost.Open ↗StreamingSubscriptionLab - Design and Manage Pub/Sub Messaging with Amazon Simple Notification Service (SNS)A 1.5-hour intermediate hands-on lab on streaming.Open ↗GenAI and LLMsSubscriptionLab - Develop Conversation Pattern with Amazon Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Develop Retrieval Augmented Generation (RAG) Applications with Amazon Bedrock Knowledge BasesA 1.9-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - DevOps and AI on AWS: CloudWatch Anomaly DetectionA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗
Training
Introduction to Simplified Onboarding Experience for Amazon SageMaker AIA 30-minute beginner course on generative AI and LLMs.
Introduction to Strands BoxA 15-minute beginner course on generative AI and LLMs.
Introduction to the AWS AI LeagueA 30-minute beginner course on generative AI and LLMs.
Introduction to the AWS Sustainability serviceA 1-hour beginner course on governance and security.
Introduction to the new AWS sign-up experienceA 1-hour beginner course on app development.
Introduction to vector search in Amazon DynamoDBA 45-minute beginner course on generative AI and LLMs.
Investigating Service Issues with Amazon CloudWatch Application Signals Custom MetricsA 45-minute intermediate course on generative AI and LLMs.
It's safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Kick off Nova customization experiments using Nova Forge SDKA 1-hour intermediate course on generative AI and LLMs.
Kiro for GeoAI - Spec-Driven Geospatial DevelopmentA 1.5-hour intermediate course on generative AI and LLMs.
Kiro Getting StartedA 1-hour beginner course on generative AI and LLMs.
Kiro Governance and Safety: Securing Agentic AI in EnterprisesA 1-hour intermediate course on generative AI and LLMs.
Kiro in Action: A Developer's WalkthroughA 45-minute beginner course on app development.
Kiro: From Basics to Advanced FeaturesA 2.5-hour intermediate course on generative AI and LLMs.
Kiro: Frontier Agent for Every PersonaA 1.5-hour intermediate course on AI agents.
Lab - Amazon DynamoDB - Implement Performance and Cost Optimization Best PracticesA 1-hour intermediate hands-on lab on databases.
Lab - Audit AWS Resources with AWS Systems Manager and AWS ConfigA 1-hour intermediate hands-on lab on governance and security.
Lab - Automate Infrastructure Compliance with AWS ConfigA 1-hour intermediate hands-on lab on governance and security.
Lab - Automate Patch Operations using AWS Systems Manager Patch ManagerA 1-hour advanced hands-on lab on administration and cost.
Lab - Automate Penetration Tests with AWS Security AgentA 1.5-hour intermediate hands-on lab on AI agents.
Lab - Automating Claims Processing with Amazon Quick AutomateA 1.5-hour beginner hands-on lab on generative AI and LLMs.
Lab - Automating Operations as CodeA 1-hour advanced hands-on lab on administration and cost.
Lab - Autoscale EC2 Instances with Amazon EventBridgeA 40-minute intermediate hands-on lab on administration and cost.
Lab - Build a Human-in-the-Loop Agentic WorkflowA 1.5-hour advanced hands-on lab on generative AI and LLMs.
Lab - Build and Evaluate RAG Applications using Knowledge Bases for Amazon BedrockA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Build Chatbots with Amazon LexA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Building a Serverless APIA 30-minute beginner hands-on lab on app development.
Lab - Building Agents with Amazon Bedrock AgentCore CLIA 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Configure and Analyze Data with Amazon OpenSearch ServiceA 1-hour beginner hands-on lab on SQL, analytics and BI.
Lab - Configure Data Pipelines with AWS GlueA 1.3-hour intermediate hands-on lab on data engineering.
Lab - Configure File Systems with Amazon FSxA 1-hour intermediate hands-on lab on administration and cost.
Lab - Configure Network Access Control Lists and Security Groups in Amazon VPCA 1-hour beginner hands-on lab on governance and security.
Lab - Configuring High Availability for Your ApplicationA 1-hour advanced hands-on lab on administration and cost.
Lab - Configuring IAM Identity and resource-based policiesA 1-hour advanced hands-on lab on governance and security.
Lab - Create a Static Website with Amazon Simple Storage Service (Amazon S3)A 30-minute beginner hands-on lab on cloud infrastructure.
Lab - Create and Manage a Basic Kafka Cluster using Amazon Managed Streaming for Apache Kafka (MSK)A 1-hour beginner hands-on lab on streaming.
Lab - Create functions using AWS SDK for Python with Amazon Bedrock APIA 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Create Interactive Dashboards with Amazon Quick SightA 1-hour beginner hands-on lab on SQL, analytics and BI.
Lab - Create Queues and Handle Messages using Amazon Simple Queue Service (Amazon SQS)A 1-hour beginner hands-on lab on app development.
Lab - Create Topics and Subscriptions using Amazon Simple Notification Service (Amazon SNS)A 1-hour beginner hands-on lab on app development.
Lab - Creating an AWS DevOps AI Agent with the Strands Agents SDKA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Data Modeling for Amazon DynamoDBA 1-hour intermediate hands-on lab on databases.
Lab - Deploy and Manage Oracle Databases with Amazon RDS for OracleA 1-hour beginner hands-on lab on databases.
Lab - Deploy and Scale MySQL Databases with Amazon RDS for MySQLA 1-hour beginner hands-on lab on databases.
Lab - Deploying and managing Infrastructure as CodeA 1-hour advanced hands-on lab on administration and cost.
Lab - Deploying Software to Amazon EC2 with AWS CodeDeployA 1.3-hour intermediate hands-on lab on administration and cost.
Lab - Design and Manage Pub/Sub Messaging with Amazon Simple Notification Service (SNS)A 1.5-hour intermediate hands-on lab on streaming.
Lab - Develop Conversation Pattern with Amazon Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Develop Retrieval Augmented Generation (RAG) Applications with Amazon Bedrock Knowledge BasesA 1.9-hour advanced hands-on lab on generative AI and LLMs.
Lab - DevOps and AI on AWS: CloudWatch Anomaly DetectionA 1-hour intermediate hands-on lab on generative AI and LLMs.

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.