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

AcademyCompare

AWS Skill Builder and AWS classroom training: digital courses, labs and instructor-led classes for AWS services.

Full catalog

Read Nov 2026
Admin and costSubscriptionDigital Classroom - AWS Migration EssentialsAn 8-hour beginner live class on administration and cost.since 2025Open ↗Cloud infrastructureFreeDomain 2 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.since 2025Open ↗Cloud infrastructureSubscriptionDomain 3 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 25-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗Cloud infrastructureFreeOfficial Practice Question Set: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 50-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗Getting startedFreeAWS for Media & Entertainment Post-Production Workflow EssentialsA 20-minute beginner course for getting started.since 2025Open ↗Cloud infrastructureFreeDomain 1 Review: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 40-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗GenAI and LLMsSubscriptionDomain 5 Practice: AWS Certified AI Practitioner (AIF-C01 - English)A 30-minute beginner exam prep course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeBuilding a Generative AI-Ready OrganizationA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeExam Prep Overview: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 15-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗Cloud infrastructureFreeExam Prep Plan Overview: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 15-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗Cloud infrastructureFreeExam Prep Plan: AWS Certified Solutions Architect - Professional (SAP-C02 - English)An 11.7-hour intermediate learning path on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.since 2025Open ↗GenAI and LLMsFreeGenerative AI Learning Plan for Decision MakersA 3-hour beginner learning path on generative AI and LLMs.since 2025Open ↗Admin and costFreeIntroduction to Cost Management for SaaSA 45-minute beginner course on administration and cost.since 2025Open ↗OtherFreeData for SaaS - Season 1A 3.1-hour intermediate course.since 2025Open ↗Governance and securityFreeImplementing SaaS Tenant Isolation with ABAC and AWS IAMA 45-minute advanced course on governance and security.since 2025Open ↗Cloud infrastructureFreeMedia & Entertainment: Direct to Consumer and Broadcast Foundations - Knowledge Badge Readiness PathA 20.6-hour intermediate learning path on cloud infrastructure.since 2025Open ↗App developmentSubscriptionOfficial Practice Exam: AWS Certified Developer - Associate (DVA-C02 - English)A 2.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗GenAI and LLMsFreePricing and Packaging Generative AI in SaaSA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗Getting startedFreeSaaS Technical FundamentalsA 1.5-hour beginner course for getting started.since 2025Open ↗Admin and costFreeMonitor .NET applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.since 2025Open ↗Cloud infrastructureFreeCompute - Knowledge Badge Readiness PathA 16.3-hour intermediate learning path on cloud infrastructure.since 2025Open ↗Cloud infrastructureFreeAWS Solutions Architect Learning Plan (Includes Labs)A 66.8-hour intermediate learning path on cloud infrastructure.since 2025Open ↗App developmentFreeEvents and Workflows - Knowledge Badge Readiness Path (includes labs)A 13.9-hour advanced learning path on app development.since 2025Open ↗GenAI and LLMsFreeOfficial Practice Question Set: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.since 2025Open ↗Cloud infrastructureFreeExam Prep Plan: AWS Certified Solutions Architect - Associate (SAA-C03 - English)An 18.4-hour beginner learning path on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.since 2025Open ↗App developmentSubscriptionDomain 1 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 20-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗Admin and costFreeStorage Data Protection and Disaster Recovery - Knowledge Badge Readiness PathA 15.4-hour advanced learning path on administration and cost.since 2025Open ↗Cloud infrastructureFreeAWS Card Clash - an Architecture Design GameA beginner hands-on lab on cloud infrastructure.since 2025Open ↗Data engineeringSubscriptionAWS SimuLearn: Data Ingestion MethodsA 1-hour intermediate hands-on lab on data engineering.since 2025Open ↗Getting startedFreeAmazon Connect FoundationsA 1-hour beginner course for getting started.since 2025Open ↗Cloud infrastructureFreeInnovations in Amazon EC2A 45-minute beginner course on cloud infrastructure.since 2025Open ↗Governance and securityFreeDeep Dive on Declarative Policies in AWS OrganizationsA 2-hour advanced course on governance and security.since 2025Open ↗App developmentSubscriptionDomain 4 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 1.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗App developmentFreeAmazon Q Developer Command Line Interface (CLI)A 20-minute beginner course on app development.since 2025Open ↗GenAI and LLMsSubscriptionDigital Classroom - MLOps Engineering on AWSA 24-hour intermediate live class on generative AI and LLMs.since 2025Open ↗App developmentFreeAmazon CloudFront Getting StartedA 1-hour beginner course on app development.since 2025Open ↗Cloud infrastructureFreeAmazon S3 Getting StartedA 1-hour beginner course on cloud infrastructure.since 2025Open ↗App developmentFreeAWS Command Line Interface (AWS CLI) Getting StartedA 1-hour beginner course on app development.since 2025Open ↗Governance and securityFreeDeep Dive on AWS Organizations PoliciesA 2-hour advanced course on governance and security.since 2025Open ↗App developmentSubscriptionDomain 2 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 20-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗App developmentSubscriptionDomain 3 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 25-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗SQL and analyticsFreeAdvanced SQL and Database DesignA 1.5-hour advanced course on SQL, analytics and BI.since 2025Open ↗SQL and analyticsFreeAmazon Data Firehose Getting StartedA 1-hour beginner course on SQL, analytics and BI.since 2025Open ↗GenAI and LLMsSubscriptionDomain 3 Practice: AWS Certified AI Practitioner (AIF-C01 - English)A 45-minute beginner exam prep course on generative AI and LLMs.since 2025Open ↗App developmentFreeDomain 3 Review: AWS Certified Developer - Associate (DVA-C02 - English)A 45-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗App developmentFreeExam Prep Plan: AWS Certified Developer - Associate (DVA-C02 - English)An 11.7-hour beginner learning path on app development that prepares for AWS Certified Developer - Associate.since 2025Open ↗SQL and analyticsFreeMicrosoft on AWS - Migrate SQL Server Databases to AuroraA 1.2-hour intermediate course on SQL, analytics and BI.since 2025Open ↗SQL and analyticsFreeAmazon OpenSearch Service - Building Observability SolutionsA 1.5-hour intermediate course on SQL, analytics and BI.since 2025Open ↗GenAI and LLMsFreeAmazon Bedrock AgentCore Getting StartedA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗GenAI and LLMsFreeAmazon SageMaker AI Getting StartedA 1-hour beginner course on generative AI and LLMs.since 2025Open ↗
Training
Digital Classroom - AWS Migration EssentialsAn 8-hour beginner live class on administration and cost.
Domain 2 Review: AWS Certified Cloud Practitioner (CLF-C02 - English)A 1.1-hour beginner exam prep course on cloud infrastructure.
Domain 3 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 25-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Official Practice Question Set: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 50-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
AWS for Media & Entertainment Post-Production Workflow EssentialsA 20-minute beginner course for getting started.
Domain 1 Review: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 40-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Domain 5 Practice: AWS Certified AI Practitioner (AIF-C01 - English)A 30-minute beginner exam prep course on generative AI and LLMs.
Building a Generative AI-Ready OrganizationA 1-hour beginner course on generative AI and LLMs.
Exam Prep Overview: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 15-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Exam Prep Plan Overview: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 15-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Exam Prep Plan: AWS Certified Solutions Architect - Professional (SAP-C02 - English)An 11.7-hour intermediate learning path on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
Generative AI Learning Plan for Decision MakersA 3-hour beginner learning path on generative AI and LLMs.
Introduction to Cost Management for SaaSA 45-minute beginner course on administration and cost.
Data for SaaS - Season 1A 3.1-hour intermediate course.
Implementing SaaS Tenant Isolation with ABAC and AWS IAMA 45-minute advanced course on governance and security.
Media & Entertainment: Direct to Consumer and Broadcast Foundations - Knowledge Badge Readiness PathA 20.6-hour intermediate learning path on cloud infrastructure.
Official Practice Exam: AWS Certified Developer - Associate (DVA-C02 - English)A 2.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Pricing and Packaging Generative AI in SaaSA 1-hour beginner course on generative AI and LLMs.
SaaS Technical FundamentalsA 1.5-hour beginner course for getting started.
Monitor .NET applications using Amazon CloudWatch Application SignalsA 1-hour intermediate course on administration and cost.
Compute - Knowledge Badge Readiness PathA 16.3-hour intermediate learning path on cloud infrastructure.
AWS Solutions Architect Learning Plan (Includes Labs)A 66.8-hour intermediate learning path on cloud infrastructure.
Events and Workflows - Knowledge Badge Readiness Path (includes labs)A 13.9-hour advanced learning path on app development.
Official Practice Question Set: AWS Certified AI Practitioner (AIF-C01 - English)A 1.5-hour beginner exam prep course on generative AI and LLMs.
Exam Prep Plan: AWS Certified Solutions Architect - Associate (SAA-C03 - English)An 18.4-hour beginner learning path on cloud infrastructure that prepares for AWS Certified Solutions Architect - Associate.
Domain 1 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 20-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Storage Data Protection and Disaster Recovery - Knowledge Badge Readiness PathA 15.4-hour advanced learning path on administration and cost.
AWS Card Clash - an Architecture Design GameA beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Data Ingestion MethodsA 1-hour intermediate hands-on lab on data engineering.
Amazon Connect FoundationsA 1-hour beginner course for getting started.
Innovations in Amazon EC2A 45-minute beginner course on cloud infrastructure.
Deep Dive on Declarative Policies in AWS OrganizationsA 2-hour advanced course on governance and security.
Domain 4 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 1.2-hour beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Amazon Q Developer Command Line Interface (CLI)A 20-minute beginner course on app development.
Digital Classroom - MLOps Engineering on AWSA 24-hour intermediate live class on generative AI and LLMs.
Amazon CloudFront Getting StartedA 1-hour beginner course on app development.
Amazon S3 Getting StartedA 1-hour beginner course on cloud infrastructure.
AWS Command Line Interface (AWS CLI) Getting StartedA 1-hour beginner course on app development.
Deep Dive on AWS Organizations PoliciesA 2-hour advanced course on governance and security.
Domain 2 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 20-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Domain 3 Practice: AWS Certified Developer - Associate (DVA-C02 - English)A 25-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Advanced SQL and Database DesignA 1.5-hour advanced course on SQL, analytics and BI.
Amazon Data Firehose Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Domain 3 Practice: AWS Certified AI Practitioner (AIF-C01 - English)A 45-minute beginner exam prep course on generative AI and LLMs.
Domain 3 Review: AWS Certified Developer - Associate (DVA-C02 - English)A 45-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
Exam Prep Plan: AWS Certified Developer - Associate (DVA-C02 - English)An 11.7-hour beginner learning path on app development that prepares for AWS Certified Developer - Associate.
Microsoft on AWS - Migrate SQL Server Databases to AuroraA 1.2-hour intermediate course on SQL, analytics and BI.
Amazon OpenSearch Service - Building Observability SolutionsA 1.5-hour intermediate course on SQL, analytics and BI.
Amazon Bedrock AgentCore Getting StartedA 1-hour beginner course on generative AI and LLMs.
Amazon SageMaker AI Getting StartedA 1-hour beginner 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.