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 LLMsSubscriptionAgentic AI Foundations - Customizing Agentic SolutionsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAgentic AI Foundations - Exploring Agentic AIA 40-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAgentic AI Foundations - From LLMs to AgentsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAgentic AI Foundations - Implementing Agentic AI Frameworks with Amazon Bedrock AgentcoreA 40-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAgentic AI Foundations - Understanding Agentic AI WorkflowsA 30-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAgentic AI Framework Deep Dive - OverviewA 1.5-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAgentic AI Solutions with AWS Messaging Services - Amazon SNS, SQS, and MQA 2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Agent Failure Detection and Root Cause Analysis with Strands EvalsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Agent Guardrails for Production on AWS | Databases for AIA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Agents: Cognitive Upgrade and Business EfficiencyA 3-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Driven Development Lifecycle Knowledge Badge Readiness PathA 4.3-hour intermediate learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI for Everyone: Your First Practical StepsA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI Traffic Monetization - Implementing Pay-Per-Access For AI AgentsA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Best PracticesA 22-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Construction Deep DiveA 42-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: EvolutionA 12-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Inception Deep DiveA 33-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: IntroductionAn 18-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Operations Deep DiveA 15-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Planning, Implementation and MeasurementA 25-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: PrinciplesA 14-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-DLC Foundations: Workflow and CollaborationAn 18-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-Powered Video Advertising & Operations - Knowledge Badge Readiness PathA 9.6-hour advanced learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAI-Powered Video Advertising & Operations Knowledge Badge AssessmentA 1.4-hour advanced course on generative AI and LLMs.Open ↗Admin and costFreeAlerting Best Practices with Amazon Managed Service for PrometheusA 45-minute intermediate course on administration and cost.Open ↗Admin and costFreeAmazon API Gateway - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon Application Recovery Controller Getting StartedA 1-hour beginner course on administration and cost.Open ↗StreamingFreeAmazon AppStream 2.0 Getting StartedA 1-hour beginner course on streaming.Open ↗SQL and analyticsFreeAmazon Athena Getting StartedA 1-hour beginner course on SQL, analytics and BI.Open ↗SQL and analyticsFreeAmazon Aurora Getting StartedA 1-hour beginner course on SQL, analytics and BI.Open ↗DatabasesFreeAmazon Aurora MySQL - BasicsA 15-minute beginner course on databases.Open ↗DatabasesFreeAmazon Aurora PostgreSQL for DevelopersA 4.2-hour intermediate course on databases.Open ↗DatabasesFreeAmazon Aurora Serverless V2A 1.3-hour advanced course on databases.Open ↗GenAI and LLMsFreeAmazon Bedrock Business Value and ROI AssessmentA 1-hour beginner course on generative AI and LLMs.Open ↗OtherFreeAmazon Bio Discovery: In silico Experimentation for Drug DiscoveryA 1-hour beginner course.Open ↗Cloud infrastructureFreeAmazon Braket Pre-assessmentA beginner course on cloud infrastructure.Open ↗Admin and costFreeAmazon CloudFront - TroubleshootingA 45-minute intermediate course on administration and cost.Open ↗Governance and securityFreeAmazon CloudHSM Getting StartedA 1-hour beginner course on governance and security.Open ↗Admin and costFreeAmazon CloudWatch - Advanced CourseA 2-hour advanced course on administration and cost.Open ↗Admin and costFreeAmazon Connect - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon Connect - Troubleshooting with Amazon CloudWatchA 1-hour advanced course on administration and cost.Open ↗Admin and costFreeAmazon Connect AdministrationA 1-hour beginner course on administration and cost.Open ↗GenAI and LLMsFreeAmazon Connect AI Customer EngagementA 1-hour intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeAmazon Connect Analytics Reporting and VisualizationsA 1-hour intermediate course on SQL, analytics and BI.Open ↗Getting startedFreeAmazon Connect Architecture FundamentalsA 1-hour beginner course for getting started.Open ↗App developmentFreeAmazon Connect Contact Lens Getting StartedA 1-hour beginner course on app development.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI Agent CapabilitiesA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI and ML FundamentalsA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI Fundamentals - Knowledge Badge Readiness PathA 7-hour beginner learning path on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Connect Customer AI Fundamentals AssessmentA 1-hour intermediate course on generative AI and LLMs.Open ↗
Training
Agentic AI Foundations - Customizing Agentic SolutionsA 45-minute intermediate course on generative AI and LLMs.
Agentic AI Foundations - Exploring Agentic AIA 40-minute intermediate course on generative AI and LLMs.
Agentic AI Foundations - From LLMs to AgentsA 45-minute intermediate course on generative AI and LLMs.
Agentic AI Foundations - Implementing Agentic AI Frameworks with Amazon Bedrock AgentcoreA 40-minute intermediate course on generative AI and LLMs.
Agentic AI Foundations - Understanding Agentic AI WorkflowsA 30-minute intermediate course on generative AI and LLMs.
Agentic AI Framework Deep Dive - OverviewA 1.5-hour intermediate course on generative AI and LLMs.
Agentic AI Solutions with AWS Messaging Services - Amazon SNS, SQS, and MQA 2-hour intermediate course on generative AI and LLMs.
AI Agent Failure Detection and Root Cause Analysis with Strands EvalsA 45-minute intermediate course on generative AI and LLMs.
AI Agent Guardrails for Production on AWS | Databases for AIA 1-hour intermediate course on generative AI and LLMs.
AI Agents: Cognitive Upgrade and Business EfficiencyA 3-hour beginner course on generative AI and LLMs.
AI Driven Development Lifecycle Knowledge Badge Readiness PathA 4.3-hour intermediate learning path on generative AI and LLMs.
AI for Everyone: Your First Practical StepsA 1-hour beginner course on generative AI and LLMs.
AI Traffic Monetization - Implementing Pay-Per-Access For AI AgentsA 2-hour advanced course on generative AI and LLMs.
AI-DLC Foundations: Best PracticesA 22-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: Construction Deep DiveA 42-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: EvolutionA 12-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: Inception Deep DiveA 33-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: IntroductionAn 18-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: Operations Deep DiveA 15-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: Planning, Implementation and MeasurementA 25-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: PrinciplesA 14-minute intermediate course on generative AI and LLMs.
AI-DLC Foundations: Workflow and CollaborationAn 18-minute intermediate course on generative AI and LLMs.
AI-Powered Video Advertising & Operations - Knowledge Badge Readiness PathA 9.6-hour advanced learning path on generative AI and LLMs.
AI-Powered Video Advertising & Operations Knowledge Badge AssessmentA 1.4-hour advanced course on generative AI and LLMs.
Alerting Best Practices with Amazon Managed Service for PrometheusA 45-minute intermediate course on administration and cost.
Amazon API Gateway - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon Application Recovery Controller Getting StartedA 1-hour beginner course on administration and cost.
Amazon AppStream 2.0 Getting StartedA 1-hour beginner course on streaming.
Amazon Athena Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Amazon Aurora Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Amazon Aurora MySQL - BasicsA 15-minute beginner course on databases.
Amazon Aurora PostgreSQL for DevelopersA 4.2-hour intermediate course on databases.
Amazon Aurora Serverless V2A 1.3-hour advanced course on databases.
Amazon Bedrock Business Value and ROI AssessmentA 1-hour beginner course on generative AI and LLMs.
Amazon Bio Discovery: In silico Experimentation for Drug DiscoveryA 1-hour beginner course.
Amazon Braket Pre-assessmentA beginner course on cloud infrastructure.
Amazon CloudFront - TroubleshootingA 45-minute intermediate course on administration and cost.
Amazon CloudHSM Getting StartedA 1-hour beginner course on governance and security.
Amazon CloudWatch - Advanced CourseA 2-hour advanced course on administration and cost.
Amazon Connect - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon Connect - Troubleshooting with Amazon CloudWatchA 1-hour advanced course on administration and cost.
Amazon Connect AdministrationA 1-hour beginner course on administration and cost.
Amazon Connect AI Customer EngagementA 1-hour intermediate course on generative AI and LLMs.
Amazon Connect Analytics Reporting and VisualizationsA 1-hour intermediate course on SQL, analytics and BI.
Amazon Connect Architecture FundamentalsA 1-hour beginner course for getting started.
Amazon Connect Contact Lens Getting StartedA 1-hour beginner course on app development.
Amazon Connect Customer AI Agent CapabilitiesA 1-hour intermediate course on generative AI and LLMs.
Amazon Connect Customer AI and ML FundamentalsA 1-hour beginner course on generative AI and LLMs.
Amazon Connect Customer AI Fundamentals - Knowledge Badge Readiness PathA 7-hour beginner learning path on generative AI and LLMs.
Amazon Connect Customer AI Fundamentals AssessmentA 1-hour intermediate course 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.