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
OtherFreeAWS for SAP Cloud ERP Learning PlanA 4.8-hour intermediate learning path.since 2026Open ↗Admin and costFreeCloud to AWS Migrations Learning Plan (includes labs)A 6.8-hour advanced learning path on administration and cost.since 2026Open ↗Cloud infrastructureFreeBuilder Labs: Introduction to AWS CloudA 9-hour beginner learning path on cloud infrastructure.since 2026Open ↗Governance and securityFreeCloud Security Essentials for ExecutivesA 7-minute beginner course on governance and security.since 2026Open ↗Cloud infrastructureFreeThe Cloud Architect Role in the AWS CloudA 10-minute beginner course on cloud infrastructure.since 2026Open ↗OtherPaidLab MakerA beginner hands-on lab.since 2026Open ↗GenAI and LLMsSubscriptionLab - Deploying Intelligent Agents with Amazon Bedrock AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeMulti-Agent Collaboration with Amazon Bedrock AgentsA 1-hour advanced course on generative AI and LLMs.since 2026Open ↗App developmentFreeAWS Application Networking DemonstratedA 1.7-hour intermediate badge course on app development.since 2026Open ↗Governance and securityFreeAWS Incident Response DemonstratedA 1.7-hour intermediate badge course on governance and security.since 2026Open ↗GenAI and LLMsPaidAgentic AI FoundationsAn 8-hour beginner live class on generative AI and LLMs.since 2026Open ↗Data engineeringSubscriptionDigital Classroom - Data Warehousing on AWSA 24-hour advanced live class on data engineering.since 2026Open ↗GenAI and LLMsFreeMastering Model Evaluation in Amazon Bedrock: From Basics to Best PracticesA 2-hour intermediate course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeSpec-Driven Development with KiroA 1-hour intermediate course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeBuilding Production-Ready AI Agents with Amazon Bedrock AgentCoreA 10.5-hour advanced course on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeIntroduction to Agentic AI on AWSA 1.5-hour intermediate course on generative AI and LLMs.since 2026Open ↗App developmentFreeAmazon Connect Developer Learning & Badge PlanA 10.3-hour beginner learning path on app development.since 2026Open ↗Cloud infrastructureFreeAWS End User Computing - Knowledge Badge Readiness PathA 5-hour intermediate learning path on cloud infrastructure.since 2026Open ↗OtherFreeEnd User Computing on AWS - Introductory CourseA 1-hour beginner course.since 2026Open ↗OtherFreeEnd User Computing on AWS - Service ArchitectureA 1.5-hour intermediate course.since 2026Open ↗OtherFreeEnd User Computing on AWS – Advanced TopicsA 1-hour advanced course.since 2026Open ↗Cloud infrastructureFreeEnd User Computing on AWS Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.since 2026Open ↗GenAI and LLMsFreePublic Sector AI/ML Learning PlanA 15.3-hour intermediate learning path on generative AI and LLMs.since 2026Open ↗Governance and securityFreeOfficial Practice Question Set: AWS Certified Security - Specialty (SCS-C03 - English)A 55-minute advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.since 2026Open ↗Admin and costFreeStorage Data Migration - Knowledge Badge Readiness PathA 10.2-hour advanced learning path on administration and cost.since 2026Open ↗GenAI and LLMsSubscriptionLab - Enhance and Scale Agents with Amazon Bedrock AgentCoreA 15-minute intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsFreeCloud Financial Management: FinOps for GenAIA 1-hour intermediate course on generative AI and LLMs.since 2026Open ↗DatabasesFreePostgreSQL for Amazon Aurora and Amazon RDS - Advanced Concepts Knowledge Badge Readiness PathA 20.3-hour advanced learning path on databases.since 2026Open ↗DatabasesFreePostgreSQL for Amazon Aurora and RDS - Core Concepts Learning PlanAn 11.8-hour intermediate learning path on databases.since 2026Open ↗GenAI and LLMsSubscriptionBuilder Labs: Agentic AI on AWSA 12.5-hour intermediate learning path on generative AI and LLMs.since 2026Open ↗Governance and securityFreeAWS Security Incident Response - Compromised IAM Credentials Use CaseA 40-minute intermediate course on governance and security.since 2026Open ↗Governance and securitySubscriptionAWS Solutions Architect - Fundamentals of Security on AWSA 1.5-hour intermediate course on governance and security.since 2026Open ↗Governance and securitySubscriptionDigital Classroom - Security Engineering on AWSA 24-hour intermediate live class on governance and security.since 2026Open ↗Cloud infrastructureSubscriptionDomain 1 Practice: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 30-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureSubscriptionDomain 1 Practice: AWS SimuLearn - AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 1-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeDomain 2 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeExam Prep Overview: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 20-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeExam Prep Plan Overview: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 15-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeExam Prep Summary: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 5-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureSubscriptionOfficial Practice Exam: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 2.2-hour beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗Cloud infrastructureFreeCloud Essentials for Researchers Learning PlanA 2-hour beginner learning path on cloud infrastructure.since 2026Open ↗Cloud infrastructureFreeDecision Maker Learning PlanA 48.9-hour intermediate learning path on cloud infrastructure.since 2026Open ↗SQL and analyticsPaidAWS Discovery Day: Data Analytics Fundamentals on AWSA 3.7-hour beginner live class on SQL, analytics and BI.since 2026Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Fine-Tuning an LLM on Amazon SageMakerA 1-hour intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Prompt Engineering with Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.since 2026Open ↗Machine learningPaidExam Prep: AWS Certified Machine Learning Engineer – Associate (MLA-C01)A 6-hour intermediate live class on machine learning and data science.since 2026Open ↗Cloud infrastructureFreeOfficial Practice Question Set: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 40-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2026Open ↗GenAI and LLMsFreeExam Prep Summary: AWS Certified AI Practitioner (AIF-C01 - English)A 5-minute beginner exam prep course on generative AI and LLMs.since 2026Open ↗Governance and securityFreeAWS Network Firewall Getting StartedA 1-hour beginner course on governance and security.since 2026Open ↗GenAI and LLMsPaidAWS Discovery Day: Introduction to Generative AI for Business and Technical Decision MakersA 1-hour beginner live class on generative AI and LLMs.since 2026Open ↗
Training
AWS for SAP Cloud ERP Learning PlanA 4.8-hour intermediate learning path.
Cloud to AWS Migrations Learning Plan (includes labs)A 6.8-hour advanced learning path on administration and cost.
Builder Labs: Introduction to AWS CloudA 9-hour beginner learning path on cloud infrastructure.
Cloud Security Essentials for ExecutivesA 7-minute beginner course on governance and security.
The Cloud Architect Role in the AWS CloudA 10-minute beginner course on cloud infrastructure.
Lab MakerA beginner hands-on lab.
Lab - Deploying Intelligent Agents with Amazon Bedrock AgentCore RuntimeA 1-hour advanced hands-on lab on generative AI and LLMs.
Multi-Agent Collaboration with Amazon Bedrock AgentsA 1-hour advanced course on generative AI and LLMs.
AWS Application Networking DemonstratedA 1.7-hour intermediate badge course on app development.
AWS Incident Response DemonstratedA 1.7-hour intermediate badge course on governance and security.
Agentic AI FoundationsAn 8-hour beginner live class on generative AI and LLMs.
Digital Classroom - Data Warehousing on AWSA 24-hour advanced live class on data engineering.
Mastering Model Evaluation in Amazon Bedrock: From Basics to Best PracticesA 2-hour intermediate course on generative AI and LLMs.
Spec-Driven Development with KiroA 1-hour intermediate course on generative AI and LLMs.
Building Production-Ready AI Agents with Amazon Bedrock AgentCoreA 10.5-hour advanced course on generative AI and LLMs.
Introduction to Agentic AI on AWSA 1.5-hour intermediate course on generative AI and LLMs.
Amazon Connect Developer Learning & Badge PlanA 10.3-hour beginner learning path on app development.
AWS End User Computing - Knowledge Badge Readiness PathA 5-hour intermediate learning path on cloud infrastructure.
End User Computing on AWS - Introductory CourseA 1-hour beginner course.
End User Computing on AWS - Service ArchitectureA 1.5-hour intermediate course.
End User Computing on AWS – Advanced TopicsA 1-hour advanced course.
End User Computing on AWS Knowledge Badge AssessmentA 1.5-hour intermediate exam prep course on cloud infrastructure.
Public Sector AI/ML Learning PlanA 15.3-hour intermediate learning path on generative AI and LLMs.
Official Practice Question Set: AWS Certified Security - Specialty (SCS-C03 - English)A 55-minute advanced exam prep course on governance and security that prepares for AWS Certified Security - Specialty.
Storage Data Migration - Knowledge Badge Readiness PathA 10.2-hour advanced learning path on administration and cost.
Lab - Enhance and Scale Agents with Amazon Bedrock AgentCoreA 15-minute intermediate hands-on lab on generative AI and LLMs.
Cloud Financial Management: FinOps for GenAIA 1-hour intermediate course on generative AI and LLMs.
PostgreSQL for Amazon Aurora and Amazon RDS - Advanced Concepts Knowledge Badge Readiness PathA 20.3-hour advanced learning path on databases.
PostgreSQL for Amazon Aurora and RDS - Core Concepts Learning PlanAn 11.8-hour intermediate learning path on databases.
Builder Labs: Agentic AI on AWSA 12.5-hour intermediate learning path on generative AI and LLMs.
AWS Security Incident Response - Compromised IAM Credentials Use CaseA 40-minute intermediate course on governance and security.
AWS Solutions Architect - Fundamentals of Security on AWSA 1.5-hour intermediate course on governance and security.
Digital Classroom - Security Engineering on AWSA 24-hour intermediate live class on governance and security.
Domain 1 Practice: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 30-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Domain 1 Practice: AWS SimuLearn - AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 1-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Domain 2 Review: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 45-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Exam Prep Overview: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 20-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Exam Prep Plan Overview: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 15-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Exam Prep Summary: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 5-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Official Practice Exam: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 2.2-hour beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Cloud Essentials for Researchers Learning PlanA 2-hour beginner learning path on cloud infrastructure.
Decision Maker Learning PlanA 48.9-hour intermediate learning path on cloud infrastructure.
AWS Discovery Day: Data Analytics Fundamentals on AWSA 3.7-hour beginner live class on SQL, analytics and BI.
AWS SimuLearn: Fine-Tuning an LLM on Amazon SageMakerA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Prompt Engineering with Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.
Exam Prep: AWS Certified Machine Learning Engineer – Associate (MLA-C01)A 6-hour intermediate live class on machine learning and data science.
Official Practice Question Set: AWS Certified Solutions Architect - Associate (SAA-C03 - English)A 40-minute beginner exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Exam Prep Summary: AWS Certified AI Practitioner (AIF-C01 - English)A 5-minute beginner exam prep course on generative AI and LLMs.
AWS Network Firewall Getting StartedA 1-hour beginner course on governance and security.
AWS Discovery Day: Introduction to Generative AI for Business and Technical Decision MakersA 1-hour beginner live class 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.