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.

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Read Nov 2026
GenAI and LLMsSubscriptionOfficial Practice Exam: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 3-hour advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.Open ↗Governance and securitySubscriptionOfficial Practice Exam: AWS Certified Security - Specialty (SCS-C03 - English)A 2.8-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.Open ↗Cloud infrastructureSubscriptionOfficial Practice Exam: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 3-hour intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗GenAI and LLMsFreeOfficial Practice Question Set: AWS Certified AI Business Strategist (AIB-C01 - English)A 30-minute beginner exam prep course on generative AI and LLMs.Open ↗App developmentFreeOfficial Practice Question Set: AWS Certified Developer-Associate (DVA-C03 - English)A 1-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗Admin and costFreeOfficial Practice Question Set: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 50-minute intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.Open ↗GenAI and LLMsFreeOfficial Practice Question Set: AWS Certified Machine Learning - Associate (MLA-C02 - English)A 30-minute beginner exam prep course on generative AI and LLMs that prepares for AWS Certified Machine Learning - Associate.Open ↗Cloud infrastructureFreeOfficial Practice Question Set: AWS Certified Solutions Architect - Professional (SAP-C03 - English)A 1-hour beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗GenAI and LLMsSubscriptionOfficial Pretest: AWS Certified AI Business Strategist (AIB-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.Open ↗Admin and costSubscriptionOfficial Pretest: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 2.2-hour beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.Open ↗GenAI and LLMsSubscriptionOfficial Pretest: AWS Certified Machine Learning - Associate (MLA-C02 - English)A 2.2-hour beginner exam prep course on generative AI and LLMs that prepares for AWS Certified Machine Learning - Associate.Open ↗Governance and securitySubscriptionOfficial Pretest: AWS Certified Security - Specialty (SCS-C03 - English)A 2.8-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.Open ↗GenAI and LLMsFreeOmnichannel ordering with Amazon Bedrock AgentCore and Amazon Nova 2 SonicA 45-minute advanced course on generative AI and LLMs.Open ↗Cloud infrastructureFreeOnline Course Supplement: Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS)An 18-hour intermediate course on cloud infrastructure.Open ↗GenAI and LLMsFreeOpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeOperational Intelligence and Automation with Amazon QuickA 2-hour intermediate course on generative AI and LLMs.Open ↗Admin and costFreeOptimization with AWS GravitonA 40-minute intermediate course on administration and cost.Open ↗GenAI and LLMsFreeOptimize blueprint extraction accuracy in Amazon Bedrock Data AutomationA 45-minute advanced course on generative AI and LLMs.Open ↗Admin and costSubscriptionOptimize Container Workloads Running on Amazon Elastic Container Service (Amazon ECS)A 1-hour advanced hands-on lab on administration and cost.Open ↗Governance and securityFreeOptimize Your Cloud Governance: Balance Security and CostA 3-hour advanced course on governance and security.Open ↗GenAI and LLMsFreeOrchestrating multi-agent AI architectures with Amazon S3 FilesA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreePair Nova 2 Lite with Claude for cost-optimized document processingA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreeParallelize speculative decoding with P-EAGLE on Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.Open ↗AI agentsFreePenetration Testing for Everyone: Autonomous Security with AWS Security AgentA 1-hour intermediate course on AI agents.Open ↗Cloud infrastructureFreePlanning and Validating Mainframe Modernization with AWSA 1-hour beginner course on cloud infrastructure.Open ↗DatabasesFreePostgreSQL ArchitectureA 1.3-hour intermediate course on databases.Open ↗DatabasesFreePostgreSQL ExtensionsA 1-hour advanced course on databases.Open ↗DatabasesFreePostgreSQL for Amazon Aurora and RDS (Advanced) Learning Plan - IntroductionA 15-minute advanced course on databases.Open ↗DatabasesFreePostgreSQL for Amazon Aurora and RDS (Core) Learning Plan - IntroductionA 15-minute intermediate course on databases.Open ↗DatabasesFreePostgreSQL MaintenanceA 1.5-hour advanced course on databases.Open ↗DatabasesFreePostgreSQL Performance Tuning and OptimizationA 1.5-hour advanced course on databases.Open ↗Data engineeringFreePostgreSQL ReplicationA 1.5-hour advanced course on data engineering.Open ↗DatabasesFreePostgreSQL SecurityA 30-minute intermediate course on databases.Open ↗GenAI and LLMsFreeProduction Framework - OperationsA 30-minute advanced course on generative AI and LLMs.Open ↗Admin and costFreeProduction Operations for Amazon ECS and Amazon EKS: Beyond DeploymentA 1.5-hour advanced course on administration and cost.Open ↗GenAI and LLMsFreeProduction-grade AI agents for financial compliance: Lessons from StripeA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreePrompt Engineering Best Practices for Amazon Bedrock ModelsA 2-hour advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFreePrompting Amazon Nova 2 for content moderationA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreePropagate user authorization context in AI agents with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗Governance and securityFreeProtect Your Web-facing Workloads with AWS Security ServicesA 40-minute intermediate course on governance and security.Open ↗GenAI and LLMsFreePublic Sector Generative AI Learning PlanA 5.8-hour advanced learning path on generative AI and LLMs.Open ↗Cloud infrastructureFreePublic Sector New User Non-Technical Learning PlanA 10.2-hour beginner learning path on cloud infrastructure.Open ↗Cloud infrastructureFreeQuantum Researcher Learning PlanA 5.5-hour intermediate learning path on cloud infrastructure.Open ↗GenAI and LLMsFreeQuery Amazon Aurora PostgreSQL using Amazon Bedrock Knowledge Bases structured dataA 1-hour intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeQuerying raw log data using SQL and PPL with the optimized engine in Amazon OpenSearch ServiceA 45-minute advanced course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeQuiz - Agentic AI FundamentalsA 10-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeQuiz - Generative AI FundamentalsA 10-minute beginner course on generative AI and LLMs.Open ↗OtherFreere:Invent 2025 Amazon Connect New Feature ReleasesA 45-minute intermediate course.Open ↗GenAI and LLMsFreeReal-time voice agents with Stream Vision Agents and Amazon Nova 2 SonicA 45-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeReduce inference cold starts on Amazon SageMaker HyperPod with model cachingA 45-minute advanced course on generative AI and LLMs.Open ↗
Training
Official Practice Exam: AWS Certified Generative AI Developer - Professional (AIP-C01 - English)A 3-hour advanced exam prep course on generative AI and LLMs that prepares for AWS Certified Generative AI Developer - Professional.
Official Practice Exam: AWS Certified Security - Specialty (SCS-C03 - English)A 2.8-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.
Official Practice Exam: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 3-hour intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Official Practice Question Set: AWS Certified AI Business Strategist (AIB-C01 - English)A 30-minute beginner exam prep course on generative AI and LLMs.
Official Practice Question Set: AWS Certified Developer-Associate (DVA-C03 - English)A 1-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Official Practice Question Set: AWS Certified DevOps Engineer - Professional (DOP-C02 - English)A 50-minute intermediate exam prep course on administration and cost that prepares for AWS Certified DevOps Engineer - Professional.
Official Practice Question Set: AWS Certified Machine Learning - Associate (MLA-C02 - English)A 30-minute beginner exam prep course on generative AI and LLMs that prepares for AWS Certified Machine Learning - Associate.
Official Practice Question Set: AWS Certified Solutions Architect - Professional (SAP-C03 - English)A 1-hour beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Official Pretest: AWS Certified AI Business Strategist (AIB-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
Official Pretest: AWS Certified CloudOps Engineer - Associate (SOA-C03 - English)A 2.2-hour beginner exam prep course on administration and cost that prepares for AWS Certified CloudOps Engineer - Associate.
Official Pretest: AWS Certified Machine Learning - Associate (MLA-C02 - English)A 2.2-hour beginner exam prep course on generative AI and LLMs that prepares for AWS Certified Machine Learning - Associate.
Official Pretest: AWS Certified Security - Specialty (SCS-C03 - English)A 2.8-hour advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.
Omnichannel ordering with Amazon Bedrock AgentCore and Amazon Nova 2 SonicA 45-minute advanced course on generative AI and LLMs.
Online Course Supplement: Running Containers on Amazon Elastic Kubernetes Service (Amazon EKS)An 18-hour intermediate course on cloud infrastructure.
OpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon BedrockA 45-minute intermediate course on generative AI and LLMs.
Operational Intelligence and Automation with Amazon QuickA 2-hour intermediate course on generative AI and LLMs.
Optimization with AWS GravitonA 40-minute intermediate course on administration and cost.
Optimize blueprint extraction accuracy in Amazon Bedrock Data AutomationA 45-minute advanced course on generative AI and LLMs.
Optimize Container Workloads Running on Amazon Elastic Container Service (Amazon ECS)A 1-hour advanced hands-on lab on administration and cost.
Optimize Your Cloud Governance: Balance Security and CostA 3-hour advanced course on governance and security.
Orchestrating multi-agent AI architectures with Amazon S3 FilesA 45-minute advanced course on generative AI and LLMs.
Pair Nova 2 Lite with Claude for cost-optimized document processingA 45-minute advanced course on generative AI and LLMs.
Parallelize speculative decoding with P-EAGLE on Amazon SageMaker AIA 45-minute advanced course on generative AI and LLMs.
Penetration Testing for Everyone: Autonomous Security with AWS Security AgentA 1-hour intermediate course on AI agents.
Planning and Validating Mainframe Modernization with AWSA 1-hour beginner course on cloud infrastructure.
PostgreSQL ArchitectureA 1.3-hour intermediate course on databases.
PostgreSQL ExtensionsA 1-hour advanced course on databases.
PostgreSQL for Amazon Aurora and RDS (Advanced) Learning Plan - IntroductionA 15-minute advanced course on databases.
PostgreSQL for Amazon Aurora and RDS (Core) Learning Plan - IntroductionA 15-minute intermediate course on databases.
PostgreSQL MaintenanceA 1.5-hour advanced course on databases.
PostgreSQL Performance Tuning and OptimizationA 1.5-hour advanced course on databases.
PostgreSQL ReplicationA 1.5-hour advanced course on data engineering.
PostgreSQL SecurityA 30-minute intermediate course on databases.
Production Framework - OperationsA 30-minute advanced course on generative AI and LLMs.
Production Operations for Amazon ECS and Amazon EKS: Beyond DeploymentA 1.5-hour advanced course on administration and cost.
Production-grade AI agents for financial compliance: Lessons from StripeA 45-minute intermediate course on generative AI and LLMs.
Prompt Engineering Best Practices for Amazon Bedrock ModelsA 2-hour advanced course on generative AI and LLMs.
Prompting Amazon Nova 2 for content moderationA 45-minute intermediate course on generative AI and LLMs.
Propagate user authorization context in AI agents with Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
Protect Your Web-facing Workloads with AWS Security ServicesA 40-minute intermediate course on governance and security.
Public Sector Generative AI Learning PlanA 5.8-hour advanced learning path on generative AI and LLMs.
Public Sector New User Non-Technical Learning PlanA 10.2-hour beginner learning path on cloud infrastructure.
Quantum Researcher Learning PlanA 5.5-hour intermediate learning path on cloud infrastructure.
Query Amazon Aurora PostgreSQL using Amazon Bedrock Knowledge Bases structured dataA 1-hour intermediate course on generative AI and LLMs.
Querying raw log data using SQL and PPL with the optimized engine in Amazon OpenSearch ServiceA 45-minute advanced course on SQL, analytics and BI.
Quiz - Agentic AI FundamentalsA 10-minute beginner course on generative AI and LLMs.
Quiz - Generative AI FundamentalsA 10-minute beginner course on generative AI and LLMs.
re:Invent 2025 Amazon Connect New Feature ReleasesA 45-minute intermediate course.
Real-time voice agents with Stream Vision Agents and Amazon Nova 2 SonicA 45-minute beginner course on generative AI and LLMs.
Reduce inference cold starts on Amazon SageMaker HyperPod with model cachingA 45-minute advanced 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.