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
Cloud infrastructureFreeGetting Started with AWS StorageA 3.3-hour beginner course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeGetting Started with Cloud AcquisitionA 1.3-hour beginner course on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeIntroduction to Amazon Virtual Private Cloud (VPC)A 45-minute beginner hands-on lab on cloud infrastructure.since 2021Open ↗Cloud infrastructureFreeIntroduction to ContainersA 15-minute intermediate course on cloud infrastructure.since 2021Open ↗App developmentFreeIntroduction to Serverless DevelopmentA 25-minute beginner course on app development.since 2021Open ↗Cloud infrastructureFreeJob Roles in the CloudA 30-minute beginner course on cloud infrastructure.since 2021Open ↗GenAI and LLMsFreeMachine Learning Exam BasicsA 2-hour intermediate course on generative AI and LLMs.since 2021Open ↗OtherFreeMedia GlossaryA 30-minute beginner course.since 2021Open ↗App developmentFree.NET Development Learning Plan (includes labs)A 4-hour intermediate learning path on app development.Open ↗GenAI and LLMsFree[RETIRING - 2026-10-16] Designing Secure Retrieval Augmented Generation (RAG) Applications with AWSA 2-hour intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFree[RETIRING - 2026-11-07] Audio tokenization layer behind Speech AI: Deploy and compare neural codecs on Amazon SageMaker AIA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗OtherFree[RETIRING - 2026-11-12] Data for SaaS - Season 1A 3.1-hour intermediate course.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] Domain 1 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 30-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] Domain 1 Practice: AWS SimuLearn - AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 1-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] Domain 2 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 30-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] Domain 2 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.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] Domain 3 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.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] Domain 4 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 1.2-hour intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] Domain 4 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] Exam Prep Summary: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 5-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-11-17] 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.Open ↗Cloud infrastructureFree[RETIRING - 2026-11-17] 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.Open ↗GenAI and LLMsFree[RETIRING - 2026-11-18] Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.Open ↗GenAI and LLMsFree[RETIRING - 2026-11-18] Building web search-enabled agents with Strands and ExaA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFree[RETIRING - 2026-11-18] Introducing container caching in Amazon SageMaker AI for faster model scalingA 45-minute intermediate course on generative AI and LLMs.Open ↗GenAI and LLMsFree[RETIRING - 2026-11-18] Investigating Service Issues with Amazon CloudWatch Application Signals Custom MetricsA 45-minute intermediate course on generative AI and LLMs.Open ↗SQL and analyticsFree[RETIRING - 2026-11-18] Simplifying Prometheus metrics collection across your AWS infrastructureA 45-minute intermediate course on SQL, analytics and BI.Open ↗App developmentFree[RETIRING - 2026-11-19] AWS Command Line Interface (CLI) BasicsA 7-minute beginner course on app development.Open ↗Data engineeringFree[RETIRING - 2026-11-30] Implementing Defense-in-Depth Security for AWS CodeBuild PipelinesA 1-hour intermediate course on data engineering.Open ↗App developmentSubscription[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Domain 1 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.Open ↗App developmentSubscription[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Domain 2 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.Open ↗App developmentSubscription[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] 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.Open ↗App developmentSubscription[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Domain 4 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Exam Prep Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗App developmentFree[RETIRING - 2026-12-01] Exam Prep Plan Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗App developmentFree[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Exam Prep Summary: AWS Certified Developer - Associate (DVA-C02 - English)A 5-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗App developmentSubscription[RETIRING - 2026-12-01] 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.Open ↗App developmentFree[RETIRING - 2026-12-01] Official Practice Question Set: AWS Certified Developer - Associate (DVA-C02 - English)A 40-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.Open ↗Cloud infrastructureSubscription[RETIRING - 2026-12-31] Domain 1 Practice: AWS Certified Advanced Networking - Specialty (ANS-C01 - English)A 20-minute advanced exam prep course on cloud infrastructure that prepares for AWS Certified Advanced Networking - Specialty.Open ↗Cloud infrastructureFree[RETIRING - 2026-12-31] Domain 1 Review: AWS Certified Advanced Networking - Specialty (ANS-C01 - English)A 40-minute advanced exam prep course on cloud infrastructure that prepares for AWS Certified Advanced Networking - Specialty.Open ↗
Training
Getting Started with AWS StorageA 3.3-hour beginner course on cloud infrastructure.
Getting Started with Cloud AcquisitionA 1.3-hour beginner course on cloud infrastructure.
Introduction to Amazon Virtual Private Cloud (VPC)A 45-minute beginner hands-on lab on cloud infrastructure.
Introduction to ContainersA 15-minute intermediate course on cloud infrastructure.
Introduction to Serverless DevelopmentA 25-minute beginner course on app development.
Job Roles in the CloudA 30-minute beginner course on cloud infrastructure.
Machine Learning Exam BasicsA 2-hour intermediate course on generative AI and LLMs.
Media GlossaryA 30-minute beginner course.
.NET Development Learning Plan (includes labs)A 4-hour intermediate learning path on app development.
[RETIRING - 2026-10-16] Designing Secure Retrieval Augmented Generation (RAG) Applications with AWSA 2-hour intermediate course on generative AI and LLMs.
[RETIRING - 2026-11-07] Audio tokenization layer behind Speech AI: Deploy and compare neural codecs on Amazon SageMaker AIA 1-hour advanced hands-on lab on generative AI and LLMs.
[RETIRING - 2026-11-12] Data for SaaS - Season 1A 3.1-hour intermediate course.
[RETIRING - 2026-11-17] Domain 1 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 30-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
[RETIRING - 2026-11-17] Domain 1 Practice: AWS SimuLearn - AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 1-hour intermediate hands-on lab on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] Domain 2 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 30-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
[RETIRING - 2026-11-17] Domain 2 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.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] Domain 3 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.
[RETIRING - 2026-11-17] Domain 4 Practice: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 1.2-hour intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
[RETIRING - 2026-11-17] Domain 4 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.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] Exam Prep Summary: AWS Certified Solutions Architect - Professional (SAP-C02 - English)A 5-minute intermediate exam prep course on cloud infrastructure that prepares for AWS Certified Solutions Architect - Professional.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-17] 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.
[RETIRING - 2026-11-18] Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCoreA 45-minute advanced course on generative AI and LLMs.
[RETIRING - 2026-11-18] Building web search-enabled agents with Strands and ExaA 45-minute intermediate course on generative AI and LLMs.
[RETIRING - 2026-11-18] Introducing container caching in Amazon SageMaker AI for faster model scalingA 45-minute intermediate course on generative AI and LLMs.
[RETIRING - 2026-11-18] Investigating Service Issues with Amazon CloudWatch Application Signals Custom MetricsA 45-minute intermediate course on generative AI and LLMs.
[RETIRING - 2026-11-18] Simplifying Prometheus metrics collection across your AWS infrastructureA 45-minute intermediate course on SQL, analytics and BI.
[RETIRING - 2026-11-19] AWS Command Line Interface (CLI) BasicsA 7-minute beginner course on app development.
[RETIRING - 2026-11-30] Implementing Defense-in-Depth Security for AWS CodeBuild PipelinesA 1-hour intermediate course on data engineering.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] Domain 1 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.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] Domain 2 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.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] Domain 4 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.
[RETIRING - 2026-12-01] Exam Prep Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
[RETIRING - 2026-12-01] Exam Prep Plan Overview: AWS Certified Developer - Associate (DVA-C02 - English)A 15-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] Exam Prep Summary: AWS Certified Developer - Associate (DVA-C02 - English)A 5-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
[RETIRING - 2026-12-01] 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.
[RETIRING - 2026-12-01] Official Practice Question Set: AWS Certified Developer - Associate (DVA-C02 - English)A 40-minute beginner exam prep course on app development that prepares for AWS Certified Developer - Associate.
[RETIRING - 2026-12-31] Domain 1 Practice: AWS Certified Advanced Networking - Specialty (ANS-C01 - English)A 20-minute advanced exam prep course on cloud infrastructure that prepares for AWS Certified Advanced Networking - Specialty.
[RETIRING - 2026-12-31] Domain 1 Review: AWS Certified Advanced Networking - Specialty (ANS-C01 - English)A 40-minute advanced exam prep course on cloud infrastructure that prepares for AWS Certified Advanced Networking - Specialty.

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.