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 LLMsSubscriptionLab - Enhance Production Applications with AI-assisted Development in KiroA 1.5-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Explore Foundation Models and Prompt EngineeringA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Exploring Amazon Nova Canvas and Nova Reel Models for Image and Video GenerationA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Exploring Amazon Nova Lite Model for Multimodal UnderstandingA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Exploring the Amazon Nova Micro Model for Text GenerationA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionLab - Fundamentals of AWS Certificate ManagerA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionLab - Implement Custom Authentication with Amazon CognitoA 1.3-hour beginner hands-on lab on governance and security.Open ↗DatabasesSubscriptionLab - Implement In-Memory Databases with Amazon MemoryDBA 1-hour beginner hands-on lab on databases.Open ↗Governance and securitySubscriptionLab - Implement Logging and Monitoring using AWS CloudTrail and Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionLab - Integrate Agents with MCP Servers and Tools using AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Integrate Amazon Bedrock Foundation Models into a Serverless AppA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗DatabasesSubscriptionLab - Integrating Amazon DynamoDBA 30-minute beginner hands-on lab on databases.Open ↗App developmentSubscriptionLab - Integrating Amazon Simple Queue Service (Amazon SQS)A 30-minute beginner hands-on lab on app development.Open ↗Data engineeringSubscriptionLab - Introduction to Amazon EMR Cluster Management and Job ProcessingA 1-hour beginner hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionLab - Introduction to the Amazon Bedrock ConsoleA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗DatabasesSubscriptionLab - Manage NoSQL Databases with Amazon DocumentDBA 1-hour beginner hands-on lab on databases.Open ↗Admin and costSubscriptionLab - Managing EBS Volumes: Capacity, Performance, and Data ProtectionA 1-hour advanced hands-on lab on administration and cost.Open ↗DatabasesSubscriptionLab - Migrate On-premises databases to AWS using AWS Database Migration Service (DMS)A 1.3-hour intermediate hands-on lab on databases.Open ↗GenAI and LLMsSubscriptionLab - Monitor Agent Performance and Telemetry using AgentCore ObservabilityA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionLab - Monitoring Amazon EC2 instance with Amazon Managed GrafanaA 1-hour beginner hands-on lab on governance and security.Open ↗Admin and costSubscriptionLab - Monitoring Applications and InfrastructureA 1-hour advanced hands-on lab on administration and cost.Open ↗Data engineeringSubscriptionLab - Multi-part Uploads, Batch Operations, and Cross-Region Replication with S3A 1-hour advanced hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionLab - Orchestrate ML Workflow using Amazon SageMaker Pipelines and Model RegistryA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗SQL and analyticsSubscriptionLab - Query Data with Amazon AthenaA 1.3-hour beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsSubscriptionLab - Resolving Application Failures and Automating Investigations with AWS DevOps AgentA 1.3-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionLab - Secure AI Agent Access with Amazon Bedrock AgentCore IdentityA 1.3-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionLab - Secure and Rotate Secrets with AWS Secrets ManagerA 45-minute intermediate hands-on lab on governance and security.Open ↗Governance and securitySubscriptionLab - Securing Application Credentials with AWS Secrets ManagerA 30-minute beginner hands-on lab on governance and security.Open ↗AI agentsSubscriptionLab - Setting Up and Investigating an Incident with AWS DevOps AgentA 1-hour beginner hands-on lab on AI agents.Open ↗Cloud infrastructureSubscriptionLab - Setting up Cloud File System using Amazon FSxA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗SQL and analyticsSubscriptionLab - Stream Real-Time Data with Amazon KinesisA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsSubscriptionLab - Train a model with Amazon SageMakerA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Data engineeringSubscriptionLab - Transform Data with Amazon Data FirehoseA 1-hour beginner hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionLab - Troubleshoot Application Issues with Kiro CLIA 45-minute intermediate hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionLab - Troubleshooting - IAM Access IssuesA 1-hour intermediate hands-on lab on governance and security.Open ↗Admin and costSubscriptionLab - Troubleshooting Amazon Elastic Container Service Task Misconfiguration FailuresA 1-hour intermediate hands-on lab on administration and cost.Open ↗App developmentSubscriptionLab - Using the AWS CLI for AutomationA 1-hour beginner hands-on lab on app development.Open ↗Admin and costSubscriptionLab - VPC Logging and TroubleshootingA 2-hour intermediate hands-on lab on administration and cost.Open ↗GenAI and LLMsFreeLab Tutorial - Building Your First Model Context Protocol (MCP) Server (BETA)A 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Data engineeringFreeLab Tutorial - Modernize .NET Applications with AWS Transform (BETA)A 1.5-hour intermediate hands-on lab on data engineering.Open ↗GenAI and LLMsFreeLab Tutorial- Create Advanced AI Agents with Strands SDK and Amazon Bedrock (BETA)A 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Governance and securityFreeLanding Zone Accelerator on AWS (LZA)A 1.1-hour intermediate course on governance and security.Open ↗GenAI and LLMsFreeLets Ship It with AWS Generative AIA 6-hour intermediate learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeLeverage Claude's Extended Thinking Capabilities on AWSA 40-minute advanced course on generative AI and LLMs.Open ↗SQL and analyticsFreeLog analysis with facets, correlation, enrichment, and automation in Amazon CloudWatch Log AnalyticsA 45-minute intermediate course on SQL, analytics and BI.Open ↗App developmentFreeLow-latency, high-throughput SQS event processing with AWS Lambda provisioned modeA 45-minute intermediate course on app development.Open ↗Admin and costFreeMainframe Discovery Approach and Questions (Technical)A 1-hour intermediate course on administration and cost.Open ↗Cloud infrastructureSubscriptionMaintain AWS Certified Advanced Networking – SpecialtyAn 8.8-hour intermediate exam prep course on cloud infrastructure.Open ↗OtherSubscriptionMaintain AWS Certified CloudOps Engineer – AssociateA 6.3-hour intermediate exam prep course.Open ↗Data engineeringSubscriptionMaintain AWS Certified Data Engineer – AssociateA 6.3-hour intermediate exam prep course on data engineering.Open ↗
Training
Lab - Enhance Production Applications with AI-assisted Development in KiroA 1.5-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Explore Foundation Models and Prompt EngineeringA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Exploring Amazon Nova Canvas and Nova Reel Models for Image and Video GenerationA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Exploring Amazon Nova Lite Model for Multimodal UnderstandingA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Exploring the Amazon Nova Micro Model for Text GenerationA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Fundamentals of AWS Certificate ManagerA 1-hour beginner hands-on lab on governance and security.
Lab - Implement Custom Authentication with Amazon CognitoA 1.3-hour beginner hands-on lab on governance and security.
Lab - Implement In-Memory Databases with Amazon MemoryDBA 1-hour beginner hands-on lab on databases.
Lab - Implement Logging and Monitoring using AWS CloudTrail and Amazon CloudWatchA 1-hour intermediate hands-on lab on governance and security.
Lab - Integrate Agents with MCP Servers and Tools using AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Integrate Amazon Bedrock Foundation Models into a Serverless AppA 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Integrating Amazon DynamoDBA 30-minute beginner hands-on lab on databases.
Lab - Integrating Amazon Simple Queue Service (Amazon SQS)A 30-minute beginner hands-on lab on app development.
Lab - Introduction to Amazon EMR Cluster Management and Job ProcessingA 1-hour beginner hands-on lab on data engineering.
Lab - Introduction to the Amazon Bedrock ConsoleA 1-hour beginner hands-on lab on generative AI and LLMs.
Lab - Manage NoSQL Databases with Amazon DocumentDBA 1-hour beginner hands-on lab on databases.
Lab - Managing EBS Volumes: Capacity, Performance, and Data ProtectionA 1-hour advanced hands-on lab on administration and cost.
Lab - Migrate On-premises databases to AWS using AWS Database Migration Service (DMS)A 1.3-hour intermediate hands-on lab on databases.
Lab - Monitor Agent Performance and Telemetry using AgentCore ObservabilityA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Monitoring Amazon EC2 instance with Amazon Managed GrafanaA 1-hour beginner hands-on lab on governance and security.
Lab - Monitoring Applications and InfrastructureA 1-hour advanced hands-on lab on administration and cost.
Lab - Multi-part Uploads, Batch Operations, and Cross-Region Replication with S3A 1-hour advanced hands-on lab on data engineering.
Lab - Orchestrate ML Workflow using Amazon SageMaker Pipelines and Model RegistryA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Query Data with Amazon AthenaA 1.3-hour beginner hands-on lab on SQL, analytics and BI.
Lab - Resolving Application Failures and Automating Investigations with AWS DevOps AgentA 1.3-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Secure AI Agent Access with Amazon Bedrock AgentCore IdentityA 1.3-hour intermediate hands-on lab on generative AI and LLMs.
Lab - Secure and Rotate Secrets with AWS Secrets ManagerA 45-minute intermediate hands-on lab on governance and security.
Lab - Securing Application Credentials with AWS Secrets ManagerA 30-minute beginner hands-on lab on governance and security.
Lab - Setting Up and Investigating an Incident with AWS DevOps AgentA 1-hour beginner hands-on lab on AI agents.
Lab - Setting up Cloud File System using Amazon FSxA 1-hour beginner hands-on lab on cloud infrastructure.
Lab - Stream Real-Time Data with Amazon KinesisA 1-hour beginner hands-on lab on SQL, analytics and BI.
Lab - Train a model with Amazon SageMakerA 1-hour advanced hands-on lab on generative AI and LLMs.
Lab - Transform Data with Amazon Data FirehoseA 1-hour beginner hands-on lab on data engineering.
Lab - Troubleshoot Application Issues with Kiro CLIA 45-minute intermediate hands-on lab on generative AI and LLMs.
Lab - Troubleshooting - IAM Access IssuesA 1-hour intermediate hands-on lab on governance and security.
Lab - Troubleshooting Amazon Elastic Container Service Task Misconfiguration FailuresA 1-hour intermediate hands-on lab on administration and cost.
Lab - Using the AWS CLI for AutomationA 1-hour beginner hands-on lab on app development.
Lab - VPC Logging and TroubleshootingA 2-hour intermediate hands-on lab on administration and cost.
Lab Tutorial - Building Your First Model Context Protocol (MCP) Server (BETA)A 1-hour intermediate hands-on lab on generative AI and LLMs.
Lab Tutorial - Modernize .NET Applications with AWS Transform (BETA)A 1.5-hour intermediate hands-on lab on data engineering.
Lab Tutorial- Create Advanced AI Agents with Strands SDK and Amazon Bedrock (BETA)A 1-hour advanced hands-on lab on generative AI and LLMs.
Landing Zone Accelerator on AWS (LZA)A 1.1-hour intermediate course on governance and security.
Lets Ship It with AWS Generative AIA 6-hour intermediate learning path on generative AI and LLMs.
Leverage Claude's Extended Thinking Capabilities on AWSA 40-minute advanced course on generative AI and LLMs.
Log analysis with facets, correlation, enrichment, and automation in Amazon CloudWatch Log AnalyticsA 45-minute intermediate course on SQL, analytics and BI.
Low-latency, high-throughput SQS event processing with AWS Lambda provisioned modeA 45-minute intermediate course on app development.
Mainframe Discovery Approach and Questions (Technical)A 1-hour intermediate course on administration and cost.
Maintain AWS Certified Advanced Networking – SpecialtyAn 8.8-hour intermediate exam prep course on cloud infrastructure.
Maintain AWS Certified CloudOps Engineer – AssociateA 6.3-hour intermediate exam prep course.
Maintain AWS Certified Data Engineer – AssociateA 6.3-hour intermediate exam prep course on data engineering.

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.