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
SQL and analyticsFreeAmazon Quick Sight Advanced Business Intelligence Authoring (Part 1)A 1.5-hour intermediate course on SQL, analytics and BI.Open ↗SQL and analyticsFreeAmazon Quick Sight Advanced Business Intelligence Authoring (Part 2)A 1.5-hour intermediate course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeAmazon Quick: Accelerating the path from enterprise data to AI-powered decisionsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Admin and Governance EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Automations EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFreeAmazon Quick: Building a Unified Semantic Layer with Multi-Dataset Topics in Amazon Quick SightA 1-hour beginner course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeAmazon Quick: Chat Agents EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Data Modeling Best Practices for Amazon Quick Sight Multi-Dataset RelationshipsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Data Modeling Patterns for Amazon Quick Sight Multi-Dataset RelationshipsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Data, Analyses, and Dashboards EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Desktop and Mobile App EssentialsA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Flows EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Migrating from Legacy Topics to Dataset EnrichmentA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Multi-Dataset Topic Best Practices for Amazon Quick ChatA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: My Assistant, Memory, and Research EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Quick: Spaces, Connectors, Knowledge Bases, and Extensions EssentialsA 1-hour intermediate course on generative AI and LLMs.Open ↗DatabasesFreeAmazon RDS for MariaDB Getting StartedA 1-hour beginner course on databases.Open ↗DatabasesFreeAmazon RDS for MySQL Getting StartedA 1-hour beginner course on databases.Open ↗DatabasesFreeAmazon RDS for Oracle Getting StartedA 1-hour beginner course on databases.Open ↗SQL and analyticsFreeAmazon RDS for SQL Server Getting StartedA 1-hour beginner course on SQL, analytics and BI.Open ↗Data engineeringFreeAmazon Redshift - Best Practices for Data Warehousing on AWSA 30-minute advanced course on data engineering.Open ↗SQL and analyticsFreeAmazon Redshift IntroductionA 15-minute beginner course on SQL, analytics and BI.Open ↗GenAI and LLMsFreeAmazon Rekognition Getting StartedA 1-hour beginner course on generative AI and LLMs.Open ↗DatabasesFreeAmazon Relational Database Service (Amazon RDS) for PostgreSQL - TroubleshootingA 1-hour advanced course on databases.Open ↗DatabasesFreeAmazon Relational Database Service for MySQL - TroubleshootingA 45-minute intermediate course on databases.Open ↗Cloud infrastructureFreeAmazon Route 53 - BasicsA 1-hour intermediate course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon Route 53 Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗Governance and securityFreeAmazon Route 53 Global Resolver: Architecture, Security, and OperationsA 2-hour advanced course on governance and security.Open ↗Cloud infrastructureFreeAmazon S3 Files: Native File System Access for Your S3 DataA 1-hour beginner course on cloud infrastructure.Open ↗Cloud infrastructureFreeAmazon S3 Glacier Getting StartedA 1-hour beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeAmazon S3 Vectors Getting StartedA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon SageMaker AI now supports optimized generative AI inference recommendationsA 45-minute beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon SageMaker Unified Studio - Administrator FundamentalsA 1.5-hour beginner course on generative AI and LLMs.Open ↗Machine learningFreeAmazon SageMaker Unified Studio Foundations for Data Analytics - DigitalA 1-hour beginner course on machine learning and data science.Open ↗Admin and costFreeAmazon Simple Email Service (Amazon SES) - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗App developmentFreeAmazon Simple Email Service (Amazon SES) Getting StartedA 1-hour beginner course on app development.Open ↗Admin and costFreeAmazon Simple Storage Service (Amazon S3) - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Cloud infrastructureFreeAmazon Simple Storage Service (Amazon S3) Essentials - Beyond the BasicsA 1-hour beginner course on cloud infrastructure.Open ↗GenAI and LLMsFreeAmazon Textract Getting StartedA 1-hour beginner course on generative AI and LLMs.Open ↗GenAI and LLMsFreeAmazon Translate Getting StartedA 1-hour beginner course on generative AI and LLMs.Open ↗Admin and costFreeAmazon Virtual Private Cloud (Amazon VPC) - TroubleshootingA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Getting StartedA 1-hour beginner course on administration and cost.Open ↗Governance and securityFreeAmazon WorkSpaces Migrations - Horizon on WorkSpaces CoreA 1-hour advanced course on governance and security.Open ↗Admin and costFreeAmazon WorkSpaces Migrations - Introducing Amazon WorkSpaces CoreA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Migrations - Migration Approaches & StrategyA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Migrations , Additional Partner Offerings on WorkSpaces CoreA 1-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Migrations , Citrix on WorkSpaces CoreA 1-hour advanced course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Migrations Knowledge Badge AssessmentA 1.5-hour intermediate course on administration and cost.Open ↗Admin and costFreeAmazon WorkSpaces Migrations Knowledge Badge Readiness PathA 6.5-hour intermediate learning path on administration and cost.Open ↗GenAI and LLMsFreeAn Executive's Guide to Generative AI SuccessA 1.5-hour beginner course on generative AI and LLMs.Open ↗
Training
Amazon Quick Sight Advanced Business Intelligence Authoring (Part 1)A 1.5-hour intermediate course on SQL, analytics and BI.
Amazon Quick Sight Advanced Business Intelligence Authoring (Part 2)A 1.5-hour intermediate course on SQL, analytics and BI.
Amazon Quick: Accelerating the path from enterprise data to AI-powered decisionsA 45-minute intermediate course on generative AI and LLMs.
Amazon Quick: Admin and Governance EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Automations EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Building a Unified Semantic Layer with Multi-Dataset Topics in Amazon Quick SightA 1-hour beginner course on SQL, analytics and BI.
Amazon Quick: Chat Agents EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Data Modeling Best Practices for Amazon Quick Sight Multi-Dataset RelationshipsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Data Modeling Patterns for Amazon Quick Sight Multi-Dataset RelationshipsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Data, Analyses, and Dashboards EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Desktop and Mobile App EssentialsA 45-minute intermediate course on generative AI and LLMs.
Amazon Quick: Flows EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Migrating from Legacy Topics to Dataset EnrichmentA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Multi-Dataset Topic Best Practices for Amazon Quick ChatA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: My Assistant, Memory, and Research EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon Quick: Spaces, Connectors, Knowledge Bases, and Extensions EssentialsA 1-hour intermediate course on generative AI and LLMs.
Amazon RDS for MariaDB Getting StartedA 1-hour beginner course on databases.
Amazon RDS for MySQL Getting StartedA 1-hour beginner course on databases.
Amazon RDS for Oracle Getting StartedA 1-hour beginner course on databases.
Amazon RDS for SQL Server Getting StartedA 1-hour beginner course on SQL, analytics and BI.
Amazon Redshift - Best Practices for Data Warehousing on AWSA 30-minute advanced course on data engineering.
Amazon Redshift IntroductionA 15-minute beginner course on SQL, analytics and BI.
Amazon Rekognition Getting StartedA 1-hour beginner course on generative AI and LLMs.
Amazon Relational Database Service (Amazon RDS) for PostgreSQL - TroubleshootingA 1-hour advanced course on databases.
Amazon Relational Database Service for MySQL - TroubleshootingA 45-minute intermediate course on databases.
Amazon Route 53 - BasicsA 1-hour intermediate course on cloud infrastructure.
Amazon Route 53 Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon Route 53 Global Resolver: Architecture, Security, and OperationsA 2-hour advanced course on governance and security.
Amazon S3 Files: Native File System Access for Your S3 DataA 1-hour beginner course on cloud infrastructure.
Amazon S3 Glacier Getting StartedA 1-hour beginner course on cloud infrastructure.
Amazon S3 Vectors Getting StartedA 1-hour beginner course on generative AI and LLMs.
Amazon SageMaker AI now supports optimized generative AI inference recommendationsA 45-minute beginner course on generative AI and LLMs.
Amazon SageMaker Unified Studio - Administrator FundamentalsA 1.5-hour beginner course on generative AI and LLMs.
Amazon SageMaker Unified Studio Foundations for Data Analytics - DigitalA 1-hour beginner course on machine learning and data science.
Amazon Simple Email Service (Amazon SES) - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon Simple Email Service (Amazon SES) Getting StartedA 1-hour beginner course on app development.
Amazon Simple Storage Service (Amazon S3) - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon Simple Storage Service (Amazon S3) Essentials - Beyond the BasicsA 1-hour beginner course on cloud infrastructure.
Amazon Textract Getting StartedA 1-hour beginner course on generative AI and LLMs.
Amazon Translate Getting StartedA 1-hour beginner course on generative AI and LLMs.
Amazon Virtual Private Cloud (Amazon VPC) - TroubleshootingA 1-hour intermediate course on administration and cost.
Amazon WorkSpaces Getting StartedA 1-hour beginner course on administration and cost.
Amazon WorkSpaces Migrations - Horizon on WorkSpaces CoreA 1-hour advanced course on governance and security.
Amazon WorkSpaces Migrations - Introducing Amazon WorkSpaces CoreA 1-hour intermediate course on administration and cost.
Amazon WorkSpaces Migrations - Migration Approaches & StrategyA 1-hour intermediate course on administration and cost.
Amazon WorkSpaces Migrations , Additional Partner Offerings on WorkSpaces CoreA 1-hour intermediate course on administration and cost.
Amazon WorkSpaces Migrations , Citrix on WorkSpaces CoreA 1-hour advanced course on administration and cost.
Amazon WorkSpaces Migrations Knowledge Badge AssessmentA 1.5-hour intermediate course on administration and cost.
Amazon WorkSpaces Migrations Knowledge Badge Readiness PathA 6.5-hour intermediate learning path on administration and cost.
An Executive's Guide to Generative AI SuccessA 1.5-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.