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.

Full catalog

Read Nov 2026
GenAI and LLMsSubscriptionAWS SimuLearn: Build and Deploy Tools Using LLM AgentsA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionAWS SimuLearn: Build Apps Faster with Amazon Q DeveloperA 1-hour beginner hands-on lab on app development.Open ↗App developmentSubscriptionAWS SimuLearn: Build Apps Faster with Kiro CLIA 1-hour beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Build RAG Applications with Knowledge BasesA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Build Real-Time Streaming Apps with Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗OtherFreeAWS SimuLearn: Build with AgentCore Memory and GatewayA 1-hour beginner hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Building an AI Travel Assistant with AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionAWS SimuLearn: Building Apps with Kiro Specs and HooksA 1-hour advanced hands-on lab on app development.Open ↗AI agentsSubscriptionAWS SimuLearn: Building Context-Aware Agents with AgentCore MemoryA 1-hour intermediate hands-on lab on AI agents.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Business Intelligence DashboardsA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗OtherSubscriptionAWS SimuLearn: Buy Now Pay Later as a ServiceA 1-hour intermediate hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Chatbot for Credit Card ServicesA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Chatbots with a Large Language ModelA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Data engineeringSubscriptionAWS SimuLearn: Cloud Data WarehouseA 1-hour intermediate hands-on lab on data engineering.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Code Generation with Prompt EngineeringA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Machine learningSubscriptionAWS SimuLearn: Commodity Stock Price ForecastingA 1-hour intermediate hands-on lab on machine learning and data science.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Connecting On-Premises NetworksA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗Cloud infrastructureFreeAWS SimuLearn: Connecting VPCsA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗App developmentSubscriptionAWS SimuLearn: Container ServicesA 1-hour beginner hands-on lab on app development.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Content Acceleration on the EdgeA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Content Delivery NetworksA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Context-Aware Agents with Amazon Bedrock AgentCore MemoryA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗OtherSubscriptionAWS SimuLearn: Contextualizing Industrial Equipment DataA 1-hour beginner hands-on lab.Open ↗Data engineeringSubscriptionAWS SimuLearn: Continuous Delivery PipelineA 1-hour intermediate hands-on lab on data engineering.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Converting Industrial Protocols at the EdgeA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsFreeAWS SimuLearn: Create an AI Smart AssistantA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsFreeAWS SimuLearn: Create an Enterprise Knowledge AssistantA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Create Trustworthy LLMs with Aurora Vector DatabaseA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗OtherSubscriptionAWS SimuLearn: Creating a Cyber Vault EnvironmentA 1-hour advanced hands-on lab.Open ↗OtherSubscriptionAWS SimuLearn: Credit Scoring AutomationA 1-hour beginner hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Customer SentimentA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionAWS SimuLearn: Cyber Security ThreatsA 1-hour intermediate hands-on lab on governance and security.Open ↗Data engineeringSubscriptionAWS SimuLearn: Daily Batch ExtractionA 1-hour intermediate hands-on lab on data engineering.Open ↗Data engineeringSubscriptionAWS SimuLearn: Data LakesA 1-hour beginner hands-on lab on data engineering.Open ↗Data engineeringSubscriptionAWS SimuLearn: Data Lakes for Financial ServicesA 1-hour intermediate hands-on lab on data engineering.Open ↗DatabasesFreeAWS SimuLearn: Databases in PracticeA 1-hour beginner hands-on lab on databases.Open ↗App developmentSubscriptionAWS SimuLearn: Decoupling ApplicationsA 1-hour intermediate hands-on lab on app development.Open ↗OtherSubscriptionAWS SimuLearn: Defect Detection for ManufacturingA 1-hour advanced hands-on lab.Open ↗App developmentSubscriptionAWS SimuLearn: Deploying APIs GraduallyA 1-hour intermediate hands-on lab on app development.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Design a NoSQL DatabaseA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗GenAI and LLMsFreeAWS SimuLearn: Design Modern Data Architectures with Agentic AIA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionAWS SimuLearn: Developing Apps from Specs with KiroA 1-hour advanced hands-on lab on app development.Open ↗OtherSubscriptionAWS SimuLearn: Digital Personalization for Auto Dealer ClientsA 1-hour intermediate hands-on lab.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: DNSA 1-hour beginner hands-on lab on cloud infrastructure.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: DNS Query FilteringA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Documents Indexing and SearchA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗Governance and securitySubscriptionAWS SimuLearn: Edge ProtectionA 1-hour beginner hands-on lab on governance and security.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Edge to Cloud Architecture for Digital TwinsA 1-hour advanced hands-on lab on cloud infrastructure.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Egress Traffic FilteringA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗Data engineeringSubscriptionAWS SimuLearn: Enabling Collaboration with a Data MeshA 1-hour intermediate hands-on lab on data engineering.Open ↗
Training
AWS SimuLearn: Build and Deploy Tools Using LLM AgentsA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Build Apps Faster with Amazon Q DeveloperA 1-hour beginner hands-on lab on app development.
AWS SimuLearn: Build Apps Faster with Kiro CLIA 1-hour beginner hands-on lab on app development.
AWS SimuLearn: Build RAG Applications with Knowledge BasesA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Build Real-Time Streaming Apps with Bedrock APIsA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Build with AgentCore Memory and GatewayA 1-hour beginner hands-on lab.
AWS SimuLearn: Building an AI Travel Assistant with AgentCore GatewayA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Building Apps with Kiro Specs and HooksA 1-hour advanced hands-on lab on app development.
AWS SimuLearn: Building Context-Aware Agents with AgentCore MemoryA 1-hour intermediate hands-on lab on AI agents.
AWS SimuLearn: Business Intelligence DashboardsA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Buy Now Pay Later as a ServiceA 1-hour intermediate hands-on lab.
AWS SimuLearn: Chatbot for Credit Card ServicesA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Chatbots with a Large Language ModelA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Cloud Data WarehouseA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Code Generation with Prompt EngineeringA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Commodity Stock Price ForecastingA 1-hour intermediate hands-on lab on machine learning and data science.
AWS SimuLearn: Connecting On-Premises NetworksA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Connecting VPCsA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Container ServicesA 1-hour beginner hands-on lab on app development.
AWS SimuLearn: Content Acceleration on the EdgeA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Content Delivery NetworksA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: Context-Aware Agents with Amazon Bedrock AgentCore MemoryA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Contextualizing Industrial Equipment DataA 1-hour beginner hands-on lab.
AWS SimuLearn: Continuous Delivery PipelineA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Converting Industrial Protocols at the EdgeA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Create an AI Smart AssistantA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Create an Enterprise Knowledge AssistantA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Create Trustworthy LLMs with Aurora Vector DatabaseA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Creating a Cyber Vault EnvironmentA 1-hour advanced hands-on lab.
AWS SimuLearn: Credit Scoring AutomationA 1-hour beginner hands-on lab.
AWS SimuLearn: Customer SentimentA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Cyber Security ThreatsA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Daily Batch ExtractionA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Data LakesA 1-hour beginner hands-on lab on data engineering.
AWS SimuLearn: Data Lakes for Financial ServicesA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Databases in PracticeA 1-hour beginner hands-on lab on databases.
AWS SimuLearn: Decoupling ApplicationsA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Defect Detection for ManufacturingA 1-hour advanced hands-on lab.
AWS SimuLearn: Deploying APIs GraduallyA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Design a NoSQL DatabaseA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Design Modern Data Architectures with Agentic AIA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Developing Apps from Specs with KiroA 1-hour advanced hands-on lab on app development.
AWS SimuLearn: Digital Personalization for Auto Dealer ClientsA 1-hour intermediate hands-on lab.
AWS SimuLearn: DNSA 1-hour beginner hands-on lab on cloud infrastructure.
AWS SimuLearn: DNS Query FilteringA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Documents Indexing and SearchA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Edge ProtectionA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Edge to Cloud Architecture for Digital TwinsA 1-hour advanced hands-on lab on cloud infrastructure.
AWS SimuLearn: Egress Traffic FilteringA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Enabling Collaboration with a Data MeshA 1-hour intermediate hands-on lab on data engineering.

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.