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
OtherSubscriptionAWS SimuLearn: Personalize the Customer ExperienceA 1-hour intermediate hands-on lab.Open ↗Governance and securitySubscriptionAWS SimuLearn: Playing with EncryptionA 1-hour beginner hands-on lab on governance and security.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Populating the Data CatalogA 1-hour beginner hands-on lab on SQL, analytics and BI.Open ↗Governance and securitySubscriptionAWS SimuLearn: Privacy and Compliance RiskA 1-hour intermediate hands-on lab on governance and security.Open ↗Governance and securitySubscriptionAWS SimuLearn: Protecting Data at RestA 1-hour intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Provision SageMaker in a Secure EnvironmentA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗Data engineeringSubscriptionAWS SimuLearn: Querying the Data LakeA 1-hour beginner hands-on lab on data engineering.Open ↗Data engineeringSubscriptionAWS SimuLearn: Real-Time Anomalies Data LakeA 1-hour intermediate hands-on lab on data engineering.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Real-Time Data ProcessingA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗StreamingSubscriptionAWS SimuLearn: Real-Time Fraud DetectionA 1-hour intermediate hands-on lab on streaming.Open ↗OtherSubscriptionAWS SimuLearn: Record Retention ModernizationA 1-hour intermediate hands-on lab.Open ↗Governance and securitySubscriptionAWS SimuLearn: Resilience ComplianceA 1-hour intermediate hands-on lab on governance and security.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Resolve VPC Routing ConflictsA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗Governance and securitySubscriptionAWS SimuLearn: Resource GovernanceA 1-hour intermediate hands-on lab on governance and security.Open ↗Admin and costSubscriptionAWS SimuLearn: Resource MonitoringA 1-hour beginner hands-on lab on administration and cost.Open ↗OtherSubscriptionAWS SimuLearn: Retail Stock Trading SolutionA 1-hour intermediate hands-on lab.Open ↗Machine learningSubscriptionAWS SimuLearn: Robotics Data VisualizationA 1-hour intermediate hands-on lab on machine learning and data science.Open ↗Governance and securitySubscriptionAWS SimuLearn: S3 SecurityA 1-hour intermediate hands-on lab on governance and security.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Schedule Exams with ChatbotsA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗OtherSubscriptionAWS SimuLearn: Searchable Bank StatementsA 1-hour intermediate hands-on lab.Open ↗Governance and securitySubscriptionAWS SimuLearn: Secrets ManagementA 1-hour beginner hands-on lab on governance and security.Open ↗GenAI and LLMsFreeAWS SimuLearn: Secure Conversational AI with GuardrailsA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionAWS SimuLearn: Secure Self-Service InfrastructureA 1-hour beginner hands-on lab on governance and security.Open ↗Data engineeringSubscriptionAWS SimuLearn: Securing a Banking Data LakeA 1-hour intermediate hands-on lab on data engineering.Open ↗Governance and securitySubscriptionAWS SimuLearn: Securing a Three-Tiered ArchitectureA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionAWS SimuLearn: Securing APIsA 1-hour beginner hands-on lab on governance and security.Open ↗Governance and securitySubscriptionAWS SimuLearn: Securing Hybrid AccessA 1-hour intermediate hands-on lab on governance and security.Open ↗Governance and securitySubscriptionAWS SimuLearn: Securing Payment APIsA 1-hour intermediate hands-on lab on governance and security.Open ↗Data engineeringSubscriptionAWS SimuLearn: Securing the Data LakeA 1-hour intermediate hands-on lab on data engineering.Open ↗Governance and securitySubscriptionAWS SimuLearn: Securing Your ServersA 1-hour intermediate hands-on lab on governance and security.Open ↗OtherSubscriptionAWS SimuLearn: Sentiment Analysis from Customer CallsA 1-hour intermediate hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Serverless Chatbot Using Private DataA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Admin and costSubscriptionAWS SimuLearn: Serverless Deposit AccountsA 1-hour intermediate hands-on lab on administration and cost.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Set Up an ML EnvironmentA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Set Up Private Access to Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionAWS SimuLearn: Single-Page AppA 1-hour intermediate hands-on lab on app development.Open ↗OtherSubscriptionAWS SimuLearn: Software-Defined Vehicle Data CollectionA 1-hour advanced hands-on lab.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Speech-to-TextA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Spy Drones DetectionA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗Data engineeringSubscriptionAWS SimuLearn: Streaming IngestionA 1-hour intermediate hands-on lab on data engineering.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Supply Chain Automation Using IoTA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗App developmentSubscriptionAWS SimuLearn: Templating a Serverless ApplicationA 1-hour beginner hands-on lab on app development.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: TensorFlow and Computer VisionA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Text-to-Image Creation Using Generative AIA 1-hour intermediate hands-on lab on generative AI and LLMs.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Text-to-SpeechA 1-hour beginner hands-on lab on generative AI and LLMs.Open ↗Governance and securitySubscriptionAWS SimuLearn: Threat HuntingA 1-hour intermediate hands-on lab on governance and security.Open ↗Cloud infrastructureSubscriptionAWS SimuLearn: Traffic MirroringA 1-hour intermediate hands-on lab on cloud infrastructure.Open ↗GenAI and LLMsSubscriptionAWS SimuLearn: Train Reinforcement Learning Models in SageMakerA 1-hour advanced hands-on lab on generative AI and LLMs.Open ↗App developmentSubscriptionAWS SimuLearn: Triggers – Aggregating DataA 1-hour intermediate hands-on lab on app development.Open ↗SQL and analyticsSubscriptionAWS SimuLearn: Turning Unstructured Data into InsightsA 1-hour intermediate hands-on lab on SQL, analytics and BI.Open ↗
Training
AWS SimuLearn: Personalize the Customer ExperienceA 1-hour intermediate hands-on lab.
AWS SimuLearn: Playing with EncryptionA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Populating the Data CatalogA 1-hour beginner hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Privacy and Compliance RiskA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Protecting Data at RestA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Provision SageMaker in a Secure EnvironmentA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Querying the Data LakeA 1-hour beginner hands-on lab on data engineering.
AWS SimuLearn: Real-Time Anomalies Data LakeA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Real-Time Data ProcessingA 1-hour intermediate hands-on lab on SQL, analytics and BI.
AWS SimuLearn: Real-Time Fraud DetectionA 1-hour intermediate hands-on lab on streaming.
AWS SimuLearn: Record Retention ModernizationA 1-hour intermediate hands-on lab.
AWS SimuLearn: Resilience ComplianceA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Resolve VPC Routing ConflictsA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Resource GovernanceA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Resource MonitoringA 1-hour beginner hands-on lab on administration and cost.
AWS SimuLearn: Retail Stock Trading SolutionA 1-hour intermediate hands-on lab.
AWS SimuLearn: Robotics Data VisualizationA 1-hour intermediate hands-on lab on machine learning and data science.
AWS SimuLearn: S3 SecurityA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Schedule Exams with ChatbotsA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Searchable Bank StatementsA 1-hour intermediate hands-on lab.
AWS SimuLearn: Secrets ManagementA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Secure Conversational AI with GuardrailsA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Secure Self-Service InfrastructureA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Securing a Banking Data LakeA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Securing a Three-Tiered ArchitectureA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Securing APIsA 1-hour beginner hands-on lab on governance and security.
AWS SimuLearn: Securing Hybrid AccessA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Securing Payment APIsA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Securing the Data LakeA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Securing Your ServersA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Sentiment Analysis from Customer CallsA 1-hour intermediate hands-on lab.
AWS SimuLearn: Serverless Chatbot Using Private DataA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Serverless Deposit AccountsA 1-hour intermediate hands-on lab on administration and cost.
AWS SimuLearn: Set Up an ML EnvironmentA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Set Up Private Access to Amazon BedrockA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Single-Page AppA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Software-Defined Vehicle Data CollectionA 1-hour advanced hands-on lab.
AWS SimuLearn: Speech-to-TextA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Spy Drones DetectionA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Streaming IngestionA 1-hour intermediate hands-on lab on data engineering.
AWS SimuLearn: Supply Chain Automation Using IoTA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Templating a Serverless ApplicationA 1-hour beginner hands-on lab on app development.
AWS SimuLearn: TensorFlow and Computer VisionA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Text-to-Image Creation Using Generative AIA 1-hour intermediate hands-on lab on generative AI and LLMs.
AWS SimuLearn: Text-to-SpeechA 1-hour beginner hands-on lab on generative AI and LLMs.
AWS SimuLearn: Threat HuntingA 1-hour intermediate hands-on lab on governance and security.
AWS SimuLearn: Traffic MirroringA 1-hour intermediate hands-on lab on cloud infrastructure.
AWS SimuLearn: Train Reinforcement Learning Models in SageMakerA 1-hour advanced hands-on lab on generative AI and LLMs.
AWS SimuLearn: Triggers – Aggregating DataA 1-hour intermediate hands-on lab on app development.
AWS SimuLearn: Turning Unstructured Data into InsightsA 1-hour intermediate hands-on lab on SQL, analytics and BI.

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.