[{"data":1,"prerenderedAt":744},["ShallowReactive",2],{"practiceExams":3,"practice-exam-questions-\u002Fpractice-exams\u002Faws-certified-data-engineer-associate\u002Fquestions":153},[4,17,28,39,49,59,70,80,90,101,111,122,134,145],{"id":5,"slug":6,"description":7,"questionCount":8,"isActive":9,"datePublicModified":10,"difficulty":11,"examVersion":16},1,"aws-certified-solutions-architect-associate-saa-c03","Unlock your potential with the AWS Certified Solutions Architect - Associate Practice Exam Simulator. This comprehensive tool is designed to prepare you thoroughly and assess your readiness for the most sought-after AWS associate certification.",1203,true,"2026-10-30T00:00:00.000Z",{"title":12,"subtitle":13,"slug":14,"coverImageUrl":15},"AWS Certified Solutions Architect - Associate","SAA-C03","aws-certified-solutions-architect-associate","\u002Fimages\u002Fdifficulties\u002Faws-certified-solutions-architect-associatesaa-c03\u002Fcovers\u002Faws-SAA-C03.png",{"slug":6,"pageSlug":14},{"id":18,"slug":19,"description":20,"questionCount":21,"isActive":9,"datePublicModified":10,"difficulty":22,"examVersion":27},5,"aws-certified-cloud-practitioner-clf-c02","Master your AWS Certified Cloud Practitioner exam with our Practice Exam Simulator. Prepare effectively and assess your readiness with realistic practice exams designed to mirror the most popular official AWS exam.",937,{"title":23,"subtitle":24,"slug":25,"coverImageUrl":26},"AWS Certified Cloud Practitioner","CLF-C02","aws-certified-cloud-practitioner","\u002Fimages\u002Fdifficulties\u002Faws-certified-cloud-practitionerclf-c02\u002Fcovers\u002Faws-CLF-C02.png",{"slug":19,"pageSlug":25},{"id":29,"slug":30,"description":31,"questionCount":32,"isActive":9,"datePublicModified":10,"difficulty":33,"examVersion":38},8,"aws-certified-devops-engineer-professional-dop-c02","Boost your readiness for the AWS Certified DevOps Engineer - Professional (DOP-C02) exam with our practice exam simulator. Featuring realistic questions and detailed explanations, it helps you identify knowledge gaps and improve your skills.",1040,{"title":34,"subtitle":35,"slug":36,"coverImageUrl":37},"AWS Certified DevOps Engineer - Professional","DOP-C02","aws-certified-devops-engineer-professional","",{"slug":30,"pageSlug":36},{"id":40,"slug":41,"description":42,"questionCount":43,"isActive":9,"datePublicModified":10,"difficulty":44,"examVersion":48},9,"aws-certified-data-engineer-associate-dea-c01","Prepare for your AWS Certified Data Engineer - Associate exam with our practice exam simulator. Featuring real exam scenarios, detailed explanations, and instant feedback to boost your confidence and success rate.",891,{"title":45,"subtitle":46,"slug":47,"coverImageUrl":37},"AWS Certified Data Engineer - Associate","DEA-C01","aws-certified-data-engineer-associate",{"slug":41,"pageSlug":47},{"id":50,"slug":51,"description":52,"questionCount":53,"isActive":9,"datePublicModified":10,"difficulty":54,"examVersion":58},11,"aws-certified-ai-practitioner-aif-c01","Prepare for the AWS Certified AI Practitioner exam with our practice exam simulator. Realistic questions on AI, machine learning and generative AI fundamentals, with detailed explanations, help you find your knowledge gaps and assess your readiness.",928,{"title":55,"subtitle":56,"slug":57,"coverImageUrl":37},"AWS Certified AI Practitioner","AIF-C01","aws-certified-ai-practitioner",{"slug":51,"pageSlug":57},{"id":60,"slug":61,"description":62,"questionCount":63,"isActive":9,"datePublicModified":64,"difficulty":65,"examVersion":69},17,"aws-certified-generative-ai-developer-professional-aip-c01","Get ready for the AWS Certified Generative AI Developer - Professional exam with our practice exam simulator. Realistic scenario-based questions with detailed explanations help you assess your readiness to build generative AI solutions on AWS.",982,"2026-10-29T00:00:00.000Z",{"title":66,"subtitle":67,"slug":68,"coverImageUrl":37},"AWS Certified Generative AI Developer - Professional","AIP-C01","aws-certified-generative-ai-developer-professional",{"slug":61,"pageSlug":68},{"id":71,"slug":72,"description":73,"questionCount":74,"isActive":9,"datePublicModified":64,"difficulty":75,"examVersion":79},19,"aws-certified-machine-learning-engineer-associate-mla-c02","Prepare for the AWS Certified Machine Learning Engineer - Associate exam with our practice exam simulator. Realistic questions with detailed explanations help you find your knowledge gaps and assess your readiness to build and run ML workloads on AWS.",861,{"title":76,"subtitle":77,"slug":78,"coverImageUrl":37},"AWS Certified Machine Learning Engineer - Associate","MLA-C02","aws-certified-machine-learning-engineer-associate",{"slug":72,"pageSlug":78},{"id":81,"slug":82,"description":83,"questionCount":84,"isActive":9,"datePublicModified":64,"difficulty":85,"examVersion":89},21,"aws-certified-cloudops-engineer-associate-soa-c03","Prepare for the AWS Certified CloudOps Engineer - Associate exam with our practice exam simulator. Realistic questions with detailed explanations help you assess your readiness to deploy, operate and troubleshoot workloads on AWS.",862,{"title":86,"subtitle":87,"slug":88,"coverImageUrl":37},"AWS Certified CloudOps Engineer - Associate","SOA-C03","aws-certified-cloudops-engineer-associate",{"slug":82,"pageSlug":88},{"id":91,"slug":92,"description":93,"questionCount":94,"isActive":9,"datePublicModified":64,"difficulty":95,"examVersion":100},13,"aws-certified-security-specialty-scs-c03","Advance your career in cloud security with the AWS Certified Security - Specialty (SCS-C03) Exam Simulator. Realistic, scenario-based practice exams mirror the official exam, with detailed explanations to close your knowledge gaps.",864,{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},"AWS Certified Security - Specialty","SCS-C03","aws-certified-security-specialty","\u002Fimages\u002Fdifficulties\u002Faws-certified-security-specialtyscs-c02\u002Fcovers\u002Faws_SCS_c02.png",{"slug":92,"pageSlug":98},{"id":102,"slug":103,"description":104,"questionCount":105,"isActive":9,"datePublicModified":64,"difficulty":106,"examVersion":110},15,"aws-certified-ai-business-strategist-aib-c01","Prepare for the AWS Certified AI Business Strategist exam with our practice exam simulator. Realistic, scenario-based questions with detailed explanations help you assess your readiness to lead AI adoption on AWS and close your knowledge gaps.",848,{"title":107,"subtitle":108,"slug":109,"coverImageUrl":37},"AWS Certified AI Business Strategist","AIB-C01","aws-certified-ai-business-strategist",{"slug":103,"pageSlug":109},{"id":112,"slug":113,"description":114,"questionCount":115,"isActive":9,"datePublicModified":116,"difficulty":117,"examVersion":121},10,"aws-certified-advanced-networking-specialty-ans-c01","The AWS Certified Advanced Networking - Specialty practice exam simulates the real test, offering scenario-based questions that assess your ability to design, implement, and troubleshoot complex AWS networking solutions. ",681,"2024-11-13T00:00:00.000Z",{"title":118,"subtitle":119,"slug":120,"coverImageUrl":37},"AWS Certified Advanced Networking - Specialty","ANS-C01","aws-certified-advanced-networking-specialty",{"slug":113,"pageSlug":120},{"id":123,"slug":124,"description":125,"questionCount":126,"isActive":9,"datePublicModified":127,"difficulty":128,"examVersion":133},4,"aws-certified-developer-associate-dva-c02","Unlock your potential as a software developer with the AWS Certified Developer - Associate Exam Simulator! Prepare thoroughly with realistic practice exams designed to mirror the official exam.",399,"2024-06-06T00:00:00.000Z",{"title":129,"subtitle":130,"slug":131,"coverImageUrl":132},"AWS Certified Developer - Associate","DVA-C02","aws-certified-developer-associate","\u002Fimages\u002Fdifficulties\u002Faws-certified-developer-associatedva-c02\u002Fcovers\u002Faws-DVA-C02.png",{"slug":124,"pageSlug":131},{"id":135,"slug":136,"description":137,"questionCount":138,"isActive":9,"datePublicModified":127,"difficulty":139,"examVersion":144},6,"aws-certified-solutions-architect-professional-sap-c02","Elevate your career with the AWS Certified Solutions Architect - Professional Exam Simulator. Get ready to ace the most popular Professional AWS exam with our realistic practice exams. Assess your readiness, boost your confidence, and ensure your success.",789,{"title":140,"subtitle":141,"slug":142,"coverImageUrl":143},"AWS Certified Solutions Architect - Professional","SAP-C02","aws-certified-solutions-architect-professional","\u002Fimages\u002Fdifficulties\u002Faws-certified-solutions-architect-professionalsap-c02\u002Fcovers\u002Faws-SAP-C02.png",{"slug":136,"pageSlug":142},{"id":146,"slug":147,"description":148,"questionCount":149,"isActive":9,"datePublicModified":127,"difficulty":150,"examVersion":151},7,"aws-certified-security-specialty-scs-c02","Advance your career in cloud cybersecurity with the AWS Certified Security - Specialty Exam Simulator! Tailored for professionals, this tool offers realistic practice exams to mirror the official exam.",5431,{"title":96,"subtitle":97,"slug":98,"coverImageUrl":99},{"slug":147,"pageSlug":152},null,{"id":40,"slug":41,"description":42,"content":154,"formalQuestionCount":155,"minQuestionCount":5,"maxQuestionCount":156,"formalTimeLimitCount":157,"minTimeLimitCount":112,"maxTimeLimitCount":158,"passingScore":159,"questionCount":43,"isActive":9,"dateCreated":160,"dateModified":161,"datePublicModified":10,"difficulty":162,"examVersion":742,"tags":743,"previousExamVersion":152,"newerExamVersion":152},"\u003Cp>The AWS Certified Data Engineer - Associate (DEA-C01) exam is recognized as a demanding certification that validates a candidate's expertise in managing and optimizing data-driven workflows within the AWS ecosystem. While this exam is geared towards professionals with a background in data engineering, it is by no means an easy feat and requires a thorough understanding of both foundational and advanced AWS data services.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>The DEA-C01 exam covers a broad range of topics, including but not limited to, data ingestion, transformation, storage, and visualization within AWS. Candidates must demonstrate a solid grasp of essential AWS data services such as Amazon Redshift, Glue, S3, and Kinesis, along with a deep understanding of how to architect and maintain scalable, secure, and high-performing data pipelines.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>A critical component of the exam focuses on data processing frameworks like Apache Spark and Hadoop, as well as an understanding of database services, both relational (RDS, Aurora) and non-relational (DynamoDB). Additionally, the exam tests the candidate's ability to apply machine learning workflows using services like Amazon SageMaker within a data engineering context.\u003C\u002Fp>\u003Cp>Security and compliance are integral to the exam, emphasizing the need for candidates to understand AWS's shared responsibility model and implement best practices for data governance, encryption, and access management. Services such as IAM, KMS, and AWS Lake Formation are frequently tested to ensure candidates can securely manage data at scale.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>In this exam, candidates are also expected to distinguish between various data storage and retrieval solutions, optimizing them based on specific use cases and cost considerations. This includes knowing when to utilize services like S3 for unstructured data versus using Redshift for structured data analytics.\u003C\u002Fp>\u003Cp> \u003C\u002Fp>\u003Cp>Overall, the questions in the DEA-C01 exam are designed to challenge both theoretical knowledge and practical application, with scenarios that require candidates to design, implement, and optimize complex data architectures. While the exam avoids overly complicated wording, the difficulty lies in the depth of knowledge requi\u003C\u002Fp>",65,75,130,200,72,"2024-08-21T15:42:10.743Z","2026-10-30T00:09:43.000Z",{"id":146,"title":45,"subtitle":46,"rating":123,"slug":47,"guideUrl":163,"categories":164,"services":338},"https:\u002F\u002Fd1.awsstatic.com\u002Ftraining-and-certification\u002Fdocs-data-engineer-associate\u002FAWS-Certified-Data-Engineer-Associate_Exam-Guide.pdf",[165,209,250,292],{"id":166,"title":167,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":168,"subcategories":169},74,"Data Ingestion and Transformation",34,[170,197,201,205],{"id":171,"title":172,"subtitle":152,"description":152,"questions":173},285,"Perform data ingestion",[174],{"id":175,"subcategoryId":171,"content":176,"hint":177,"type":178,"isPublic":9,"answers":179},45514,"A company uses Amazon EventBridge Scheduler to start an AWS Glue ingestion job every night. Occasionally, the StartJobRun API request fails because of transient throttling, so the job never starts. The company wants failed delivery attempts to be retried for up to 1 hour and any request that remains undelivered to be retained in an Amazon SQS queue for investigation. The solution must not require custom code. An existing Scheduler execution role trusts scheduler.amazonaws.com and has permission to start the job and send messages to the queue. Which solution meets these requirements?","Distinguish a failure to deliver the request that starts a job from a failure that occurs after the job has started.","single",[180,184,189,193],{"id":181,"questionId":175,"content":182,"hint":183,"isCorrect":9,"position":152,"matchAnswerId":152},204261,"Keep the Glue StartJobRun target. Configure the schedule's retry policy with a maximum event age of 3,600 seconds and 185 retry attempts. Configure the SQS queue as the schedule's dead-letter queue.","Scheduler's retry policy handles failures to invoke the target API. The maximum event age limits delivery retries to 1 hour, while the retry count permits repeated attempts with backoff. After delivery attempts are exhausted, Scheduler sends the undelivered event to the configured SQS dead-letter queue using the execution role.",{"id":185,"questionId":175,"content":186,"hint":187,"isCorrect":188,"position":152,"matchAnswerId":152},204262,"Keep the Glue StartJobRun target and configure its retry policy for a maximum event age of 3,600 seconds and 185 retry attempts. Create an EventBridge event-bus rule that matches failed Scheduler deliveries and sends them to the SQS queue instead of configuring a Scheduler dead-letter queue.","Scheduler does not automatically publish failed target deliveries as events on an EventBridge event bus for such a rule to capture. A dead-letter queue must be configured on the schedule to retain requests that Scheduler cannot deliver after exhausting its retry policy.",false,{"id":190,"questionId":175,"content":191,"hint":192,"isCorrect":188,"position":152,"matchAnswerId":152},204263,"Replace the Glue StartJobRun target with the SQS queue. Configure a 3,600-second message retention period and set the queue's redrive policy to allow 185 receives before moving a message to a dead-letter queue.","Sending a scheduled message to SQS does not invoke StartJobRun. A consumer or another integration would be needed to start the job. Queue retention and redrive settings also do not implement retries of Scheduler's Glue API invocation.",{"id":194,"questionId":175,"content":195,"hint":196,"isCorrect":188,"position":152,"matchAnswerId":152},204264,"Keep the Glue StartJobRun target and disable Scheduler retries. Set the Glue job's maximum retries to 3, and create an EventBridge rule that sends Glue FAILED job-state events to the SQS queue.","Glue job retries apply to runs that have started and then failed. If StartJobRun is not delivered successfully, no job run exists to retry and no FAILED job-state event is produced. This configuration does not recover or retain failed schedule deliveries.",{"id":198,"title":199,"subtitle":152,"description":152,"questions":200},286,"Transform and process data",[],{"id":202,"title":203,"subtitle":152,"description":152,"questions":204},287,"Orchestrate data pipelines",[],{"id":206,"title":207,"subtitle":152,"description":152,"questions":208},288,"Apply programming concepts",[],{"id":156,"title":210,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":211,"subcategories":212},"Data Store Management",26,[213,217,221,246],{"id":214,"title":215,"subtitle":152,"description":152,"questions":216},289,"Choose a data store",[],{"id":218,"title":219,"subtitle":152,"description":152,"questions":220},290,"Understand data cataloging systems",[],{"id":222,"title":223,"subtitle":152,"description":152,"questions":224},291,"Manage the lifecycle of data",[225],{"id":226,"subcategoryId":222,"content":227,"hint":228,"type":178,"isPublic":9,"answers":229},45289,"A company stores temporary job-status records in an Amazon DynamoDB table with tenantId as the partition key and jobId as the sort key. Each record must expire 24 hours after creation. After expiration, records must become eligible for automatic deletion without scheduled cleanup jobs. Physical deletion can be delayed, but the application's Query requests must not return expired records. Which solution meets these requirements?","Consider both the format required for automatic expiration and whether physical deletion happens at the exact expiration time.",[230,234,238,242],{"id":231,"questionId":226,"content":232,"hint":233,"isCorrect":188,"position":152,"matchAnswerId":152},203286,"Store expiresAt as a String containing a fixed-format UTC ISO 8601 expiration timestamp. Enable TTL on expiresAt, and add a Query filter expression that requires expiresAt to be greater than the current timestamp in the same format.","A consistently formatted timestamp string can support this comparison, but DynamoDB TTL does not process String attributes. TTL requires a Number containing Unix epoch seconds, so these records would not be automatically deleted.",{"id":235,"questionId":226,"content":236,"hint":237,"isCorrect":188,"position":152,"matchAnswerId":152},203287,"Store expiresAt as a Number containing the expiration time in Unix epoch seconds. Enable TTL on expiresAt, and use strongly consistent Query requests without an expiration filter.","The TTL configuration is valid, but strongly consistent reads do not hide expired items that have not yet been deleted. Read consistency does not change the asynchronous nature of TTL deletion, so an expiration filter is still necessary.",{"id":239,"questionId":226,"content":240,"hint":241,"isCorrect":188,"position":152,"matchAnswerId":152},203288,"Store expiresAt as a Number containing the expiration time in Unix epoch milliseconds. Enable TTL on expiresAt, and add a Query filter expression that requires expiresAt to be greater than the current Unix epoch time in milliseconds.","The filter can exclude expired records from query results, but DynamoDB interprets numeric TTL values as seconds, not milliseconds. These values would represent times far in the future, so records would not become eligible for automatic deletion after 24 hours.",{"id":243,"questionId":226,"content":244,"hint":245,"isCorrect":9,"position":152,"matchAnswerId":152},203289,"Store expiresAt as a Number containing the expiration time in Unix epoch seconds. Enable TTL on expiresAt, and add a Query filter expression that requires expiresAt to be greater than the current Unix epoch time in seconds.","DynamoDB TTL requires a Number attribute containing an expiration timestamp in Unix epoch seconds. Deletion is asynchronous, so expired items can remain readable until DynamoDB deletes them. A Query filter that excludes expired records prevents those items from appearing in the application's results during that interval.",{"id":247,"title":248,"subtitle":152,"description":152,"questions":249},292,"Design data models and schema evolution",[],{"id":251,"title":252,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":253,"subcategories":254},76,"Data Operations and Support",22,[255,280,284,288],{"id":256,"title":257,"subtitle":152,"description":152,"questions":258},293,"Automate data processing by using AWS services",[259],{"id":260,"subcategoryId":256,"content":261,"hint":262,"type":178,"isPublic":9,"answers":263},45826,"A company exposes reference datasets through an Amazon API Gateway REST API. An AWS Lambda function must retrieve data by calling GET \u002Fdatasets\u002Fdaily in the API's prod stage. The method uses AWS_IAM authorization, and API keys are not required.\n\nThe function signs its HTTPS requests correctly by using its execution role's temporary credentials. However, requests receive an authorization error. The execution role allows apigateway:GET, which lets the function retrieve API configuration, but has no other API Gateway permissions. The function and API are in the same AWS account, and no resource policies, permissions boundaries, service control policies, or explicit denies restrict access.\n\nWhich change will allow the function to retrieve the dataset while following least privilege?","Distinguish permissions for inspecting an API's configuration from permissions for calling an operation exposed by that API.",[264,268,272,276],{"id":265,"questionId":260,"content":266,"hint":267,"isCorrect":9,"position":152,"matchAnswerId":152},205619,"Grant the execution role execute-api:Invoke on arn:aws:execute-api:\u003Cregion>:\u003Caccount-id>:\u003Capi-id>\u002Fprod\u002FGET\u002Fdatasets\u002Fdaily.","Calling a deployed API method is a data-plane operation authorized by execute-api:Invoke. Scoping the permission to the API, stage, HTTP method, and resource path permits only the required dataset request.",{"id":269,"questionId":260,"content":270,"hint":271,"isCorrect":188,"position":152,"matchAnswerId":152},205620,"Grant the execution role apigateway:GET on the API Gateway management resource for the GET method of \u002Fdatasets\u002Fdaily.","The apigateway:GET action reads API Gateway configuration through the management API. It does not authorize a client to invoke a deployed API method and retrieve application data.",{"id":273,"questionId":260,"content":274,"hint":275,"isCorrect":188,"position":152,"matchAnswerId":152},205621,"Add a resource-based policy to the calling Lambda function that allows the apigateway.amazonaws.com service principal to invoke it.","This permission allows API Gateway to invoke a Lambda function as a backend. The failing request travels in the opposite direction: the Lambda function is an API client and needs permission to invoke the deployed API method.",{"id":277,"questionId":260,"content":278,"hint":279,"isCorrect":188,"position":152,"matchAnswerId":152},205622,"Create an API key, associate it with a usage plan for the prod stage, and have the function include the key in the x-api-key header.","An API key identifies a client for usage-plan tracking and throttling; it does not replace AWS_IAM authorization. Providing a key will not supply the missing permission to invoke the method.",{"id":281,"title":282,"subtitle":152,"description":152,"questions":283},294,"Analyze data by using AWS services",[],{"id":285,"title":286,"subtitle":152,"description":152,"questions":287},295,"Maintain and monitor data pipelines",[],{"id":289,"title":290,"subtitle":152,"description":152,"questions":291},296,"Ensure data quality",[],{"id":293,"title":294,"subtitle":152,"description":152,"content":152,"coverImageUrl":152,"weight":295,"subcategories":296},77,"Data Security and Governance",18,[297,301,326,330,334],{"id":298,"title":299,"subtitle":152,"description":152,"questions":300},297,"Apply authentication mechanisms",[],{"id":302,"title":303,"subtitle":152,"description":152,"questions":304},298,"Apply authorization mechanisms",[305],{"id":306,"subcategoryId":302,"content":307,"hint":308,"type":178,"isPublic":9,"answers":309},45393,"A company uses Amazon Athena to query an employee table in the AWS Glue Data Catalog. The table's Amazon S3 location is registered with AWS Lake Formation. An analyst IAM role currently has Lake Formation SELECT permission on the entire table and all required IAM permissions to run Athena queries. The role has no direct read access to the source S3 objects, and no other Lake Formation grants apply to the role.\n\nA new security requirement allows analysts to query all columns except salary and national_id. Analysts must continue writing their own SQL against the existing table, without creating views or copying data. Which change will enforce this requirement with the least privilege?","Consider whether adding a narrower permission changes the access already provided by a broader grant.",[310,314,318,322],{"id":311,"questionId":306,"content":312,"hint":313,"isCorrect":9,"position":152,"matchAnswerId":152},203735,"Revoke the existing table-level SELECT permission. Grant the analyst role Lake Formation SELECT permission on only the columns other than salary and national_id.","Lake Formation column-level SELECT permissions let Athena enforce access to the approved columns. Revoking the unrestricted grant removes the broader access that would otherwise allow analysts to query the sensitive columns.",{"id":315,"questionId":306,"content":316,"hint":317,"isCorrect":188,"position":152,"matchAnswerId":152},203736,"Revoke the existing table-level SELECT permission. Grant the analyst role Lake Formation DESCRIBE permission on the table and DATA_LOCATION_ACCESS permission on its registered S3 location.","DESCRIBE permits access to metadata, not table data. DATA_LOCATION_ACCESS permits creating or updating catalog resources that reference a registered location; it does not authorize querying the data. The role would still need SELECT permission.",{"id":319,"questionId":306,"content":320,"hint":321,"isCorrect":188,"position":152,"matchAnswerId":152},203737,"Revoke the existing table-level SELECT permission. Grant the analyst role IAM permissions for s3:GetObject on the table's source objects and glue:GetTable on the catalog table.","These IAM permissions do not replace the required Lake Formation SELECT authorization for this governed table. In addition, direct access to the source objects would expose the sensitive columns rather than enforce column-level restrictions.",{"id":323,"questionId":306,"content":324,"hint":325,"isCorrect":188,"position":152,"matchAnswerId":152},203738,"Retain the existing table-level SELECT permission. Create a Lake Formation data cells filter that excludes salary and national_id, and grant SELECT on that filter to the analyst role.","Lake Formation permissions are additive. The existing unrestricted table-level SELECT grant would continue to allow access to salary and national_id despite the narrower filtered grant.",{"id":327,"title":328,"subtitle":152,"description":152,"questions":329},299,"Ensure data encryption and masking",[],{"id":331,"title":332,"subtitle":152,"description":152,"questions":333},300,"Prepare logs for audit",[],{"id":335,"title":336,"subtitle":152,"description":152,"questions":337},301,"Understand data privacy and governance",[],[339,344,349,354,359,364,369,375,380,385,390,396,402,408,413,419,425,430,436,442,448,454,460,466,472,477,483,489,495,501,507,513,519,525,531,537,543,549,555,561,566,572,578,584,590,596,602,608,614,620,626,632,638,644,650,656,662,668,674,680,686,692,698,704,710,715,721,727,733,738],{"id":5,"title":340,"description":341,"slug":342,"coverImageUrl":343},"Amazon Athena","Amazon Athena is a query service for analyzing data in Amazon S3 using SQL, allowing direct data analysis in S3 without loading it into databases or warehouses.","amazon-athena","\u002Fimages\u002Fprovider-services\u002Famazon-athena\u002Fcovers\u002FArch_Amazon-Athena_64.png",{"id":123,"title":345,"description":346,"slug":347,"coverImageUrl":348},"Amazon EMR","Amazon EMR is a managed AWS service for large-scale data processing with frameworks like Hadoop and Spark, offering petabyte-scale analytics on a scalable infrastructure at a lower cost than owning Hadoop clusters.","amazon-emr","\u002Fimages\u002Fprovider-services\u002Famazon-emr\u002Fcovers\u002FArch_Amazon-EMR_64.png",{"id":18,"title":350,"description":351,"slug":352,"coverImageUrl":353},"AWS Glue","AWS Glue is a fully managed extract, transform, and load (ETL) service that simplifies data preparation and loading for analytics for both customers and users.","aws-glue","\u002Fimages\u002Fprovider-services\u002Faws-glue\u002Fcovers\u002FArch_AWS-Glue_64.png",{"id":29,"title":355,"description":356,"slug":357,"coverImageUrl":358},"AWS Lake Formation","AWS Lake Formation is a service by Amazon Web Services that simplifies the process of building, securing, and managing data lakes by automating much of the manual and time-consuming tasks involved, such as data ingestion, cleaning, cataloging, and securing.","aws-lake-formation","\u002Fimages\u002Fprovider-services\u002Faws-lake-formation\u002Fcovers\u002FArch_AWS-Lake-Formation_64.png",{"id":112,"title":360,"description":361,"slug":362,"coverImageUrl":363},"Amazon Managed Streaming for Apache Kafka","Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data without having to manage the Kafka infrastructure.","amazon-managed-streaming-for-apache-kafka","\u002Fimages\u002Fprovider-services\u002Famazon-managed-streaming-for-apache-kafka\u002Fcovers\u002FArch_Amazon-Managed-Streaming-for-Apache-Kafka_64.png",{"id":50,"title":365,"description":366,"slug":367,"coverImageUrl":368},"Amazon OpenSearch Service","Amazon OpenSearch Service is a scalable and fully managed search and analytics service powered by the open source Elasticsearch and OpenSearch engines, designed for real-time application monitoring, log analytics, and search functionality.","amazon-opensearch-service","\u002Fimages\u002Fprovider-services\u002Famazon-opensearch-service\u002Fcovers\u002FArch_Amazon-OpenSearch-Service_64.png",{"id":370,"title":371,"description":372,"slug":373,"coverImageUrl":374},12,"Amazon Redshift","Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud from Amazon Web Services (AWS), designed for large scale data set storage and analysis.","amazon-redshift","\u002Fimages\u002Fprovider-services\u002Famazon-redshift\u002Fcovers\u002FArch_Amazon-Redshift_64.png",{"id":91,"title":376,"description":377,"slug":378,"coverImageUrl":379},"Amazon QuickSight","Amazon Quick Sight delivers AI-powered business intelligence capabilities within Amazon Quick, turning enterprise data into insights and connecting dashboard exploration with research and automation.","amazon-quicksight","\u002Fimages\u002Fprovider-services\u002Famazon-quicksight\u002Fcovers\u002FArch_Amazon-QuickSight_64.png",{"id":295,"title":381,"description":382,"slug":383,"coverImageUrl":384},"Amazon AppFlow","Amazon AppFlow is a fully managed integration service that enables users to securely transfer data between Software as a Service (SaaS) applications like Salesforce, ServiceNow, and AWS services, and Amazon S3, facilitating automated workflows and data synchronization.","amazon-appflow","\u002Fimages\u002Fprovider-services\u002Famazon-appflow\u002Fcovers\u002FArch_Amazon-AppFlow_64.png",{"id":81,"title":386,"description":387,"slug":388,"coverImageUrl":389},"Amazon EventBridge","Amazon EventBridge is a serverless event bus service provided by AWS that enables applications to communicate with each other using events, facilitating the building of event-driven architectures.","amazon-eventbridge","\u002Fimages\u002Fprovider-services\u002Famazon-eventbridge\u002Fcovers\u002FArch_Amazon-EventBridge_64.png",{"id":391,"title":392,"description":393,"slug":394,"coverImageUrl":395},23,"Amazon Simple Notification Service (Amazon SNS)","Amazon Simple Notification Service (Amazon SNS) is a fully managed messaging service for both application-to-application (A2A) and application-to-person (A2P) communication, enabling the delivery of messages or notifications to subscribers or other applications.","amazon-simple-notification-service-(amazon-sns)","\u002Fimages\u002Fprovider-services\u002Famazon-simple-notification-service-(amazon-sns)\u002Fcovers\u002FArch_Amazon-Simple-Notification-Service_64.png",{"id":397,"title":398,"description":399,"slug":400,"coverImageUrl":401},24,"Amazon Simple Queue Service (Amazon SQS)","Amazon Simple Queue Service (Amazon SQS) is a scalable, fully managed message queuing service that enables the decoupling and scaling of microservices, distributed systems, and serverless applications.","amazon-simple-queue-service-(amazon-sqs)","\u002Fimages\u002Fprovider-services\u002Famazon-simple-queue-service-(amazon-sqs)\u002Fcovers\u002FArch_Amazon-Simple-Queue-Service_64.png",{"id":403,"title":404,"description":405,"slug":406,"coverImageUrl":407},25,"AWS Step Functions","AWS Step Functions is a cloud service from Amazon Web Services that enables developers to coordinate multiple AWS services into serverless workflows, allowing the creation and execution of complex business processes and applications through visual workflows.","aws-step-functions","\u002Fimages\u002Fprovider-services\u002Faws-step-functions\u002Fcovers\u002FArch_AWS-Step-Functions_64.png",{"id":211,"title":409,"description":410,"slug":411,"coverImageUrl":412},"AWS Budgets","AWS Budgets is a service provided by Amazon Web Services that enables users to set custom budget limits for their AWS costs and usage, allowing for alerts and actions based on specified thresholds.","aws-budgets","\u002Fimages\u002Fprovider-services\u002Faws-budgets\u002Fcovers\u002FArch_AWS-Budgets_64.png",{"id":414,"title":415,"description":416,"slug":417,"coverImageUrl":418},30,"AWS Cost Explorer","AWS Cost Explorer is a web service that allows users to visualize, understand, and manage their Amazon Web Services (AWS) costs and usage over time through detailed reports and analytics.","aws-cost-explorer","\u002Fimages\u002Fprovider-services\u002Faws-cost-explorer\u002Fcovers\u002FArch_AWS-Cost-Explorer_64.png",{"id":420,"title":421,"description":422,"slug":423,"coverImageUrl":424},32,"AWS Batch","AWS Batch is a cloud service offered by Amazon Web Services that enables developers and scientists to easily and efficiently run hundreds to thousands of batch computing jobs on the AWS Cloud, automatically managing the provisioning of the compute resources and scaling them up or down as needed to optimize for performance and cost.","aws-batch","\u002Fimages\u002Fprovider-services\u002Faws-batch\u002Fcovers\u002FArch_AWS-Batch_64.png",{"id":168,"title":426,"description":427,"slug":428,"coverImageUrl":429},"Amazon EC2","Amazon EC2 (Elastic Compute Cloud) is a web service that provides resizable compute capacity in the cloud, allowing users to run and manage virtual servers.","amazon-ec2","\u002Fimages\u002Fprovider-services\u002Famazon-ec2\u002Fcovers\u002FArch_Amazon-EC2_64.png",{"id":431,"title":432,"description":433,"slug":434,"coverImageUrl":435},48,"Amazon Elastic Container Registry (Amazon ECR)","Amazon Elastic Container Registry (Amazon ECR) is a fully managed Docker container registry that makes it easy for developers to store, manage, and deploy Docker container images.","amazon-elastic-container-registry-(amazon-ecr)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-container-registry-(amazon-ecr)\u002Fcovers\u002FArch_Amazon-Elastic-Container-Registry_64.png",{"id":437,"title":438,"description":439,"slug":440,"coverImageUrl":441},54,"Amazon Elastic Container Service (Amazon ECS)","Amazon Elastic Container Service (Amazon ECS) is a fully managed container orchestration service that allows you to run and scale containerized applications on AWS.","amazon-elastic-container-service-(amazon-ecs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-container-service-(amazon-ecs)\u002Fcovers\u002FArch_Amazon-Elastic-Container-Service_64.png",{"id":443,"title":444,"description":445,"slug":446,"coverImageUrl":447},55,"Amazon Elastic Kubernetes Service (Amazon EKS)","Amazon Elastic Kubernetes Service (Amazon EKS) is a managed service that makes it easy to deploy, manage, and scale containerized applications using Kubernetes on AWS.","amazon-elastic-kubernetes-service-(amazon-eks)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-kubernetes-service-(amazon-eks)\u002Fcovers\u002FArch_Amazon-Elastic-Kubernetes-Service_64.png",{"id":449,"title":450,"description":451,"slug":452,"coverImageUrl":453},59,"Amazon DocumentDB (with MongoDB compatibility)","Amazon DocumentDB (with MongoDB compatibility) is a fully managed, scalable, and highly available document database service designed to be compatible with MongoDB workloads, allowing you to use MongoDB tools and drivers for managing and querying your data.","amazon-documentdb-(with-mongodb-compatibility)","\u002Fimages\u002Fprovider-services\u002Famazon-documentdb-(with-mongodb-compatibility)\u002Fcovers\u002FArch_Amazon-DocumentDB_64.png",{"id":455,"title":456,"description":457,"slug":458,"coverImageUrl":459},60,"Amazon DynamoDB","Amazon DynamoDB is a fully managed NoSQL database service provided by Amazon Web Services (AWS) that offers fast and predictable performance with seamless scalability for applications that need consistent, single-digit millisecond latency at any scale.","amazon-dynamodb","\u002Fimages\u002Fprovider-services\u002Famazon-dynamodb\u002Fcovers\u002FArch_Amazon-DynamoDB_64.png",{"id":461,"title":462,"description":463,"slug":464,"coverImageUrl":465},62,"Amazon Keyspaces (for Apache Cassandra)","Amazon Keyspaces (for Apache Cassandra) is a scalable, highly available, and managed Apache Cassandra-compatible database service offered by Amazon Web Services for running Cassandra workloads on AWS without needing to manage the underlying infrastructure.","amazon-keyspaces-(for-apache-cassandra)","\u002Fimages\u002Fprovider-services\u002Famazon-keyspaces-(for-apache-cassandra)\u002Fcovers\u002FArch_Amazon-Keyspaces_64.png",{"id":467,"title":468,"description":469,"slug":470,"coverImageUrl":471},63,"Amazon Neptune","Amazon Neptune is a fast, reliable, and fully managed graph database service that makes it easy to build and run applications that work with highly connected datasets.","amazon-neptune","\u002Fimages\u002Fprovider-services\u002Famazon-neptune\u002Fcovers\u002FArch_Amazon-Neptune_64.png",{"id":155,"title":473,"description":474,"slug":475,"coverImageUrl":476},"Amazon RDS","Amazon RDS (Relational Database Service) is a managed service provided by Amazon Web Services (AWS) that makes it easier to set up, operate, and scale a relational database in the cloud by handling routine database tasks such as provisioning, patching, backup, recovery, and scaling.","amazon-rds","\u002Fimages\u002Fprovider-services\u002Famazon-rds\u002Fcovers\u002FArch_Amazon-RDS_64.png",{"id":478,"title":479,"description":480,"slug":481,"coverImageUrl":482},73,"Amazon API Gateway","Amazon API Gateway is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale, providing a way to facilitate communication between software applications through web services.","amazon-api-gateway","\u002Fimages\u002Fprovider-services\u002Famazon-api-gateway\u002Fcovers\u002FArch_Amazon-API-Gateway_64.png",{"id":484,"title":485,"description":486,"slug":487,"coverImageUrl":488},83,"Amazon SageMaker","Amazon SageMaker is a unified platform for data, analytics, and AI, bringing together AWS machine learning and analytics capabilities with unified access to data.","amazon-sagemaker","\u002Fimages\u002Fprovider-services\u002Famazon-sagemaker\u002Fcovers\u002FArch_Amazon-SageMaker_64.png",{"id":490,"title":491,"description":492,"slug":493,"coverImageUrl":494},92,"AWS CloudFormation","AWS CloudFormation is a service that enables users to model, provision, and manage AWS and third-party application resources in a safe, repeatable, and efficient manner using templates.","aws-cloudformation","\u002Fimages\u002Fprovider-services\u002Faws-cloudformation\u002Fcovers\u002FArch_AWS-CloudFormation_64.png",{"id":496,"title":497,"description":498,"slug":499,"coverImageUrl":500},93,"AWS CloudTrail","AWS CloudTrail is a service that provides a comprehensive log of user activity and API usage across the AWS infrastructure, enabling security monitoring, compliance auditing, and operational troubleshooting.","aws-cloudtrail","\u002Fimages\u002Fprovider-services\u002Faws-cloudtrail\u002Fcovers\u002FArch_AWS-CloudTrail_64.png",{"id":502,"title":503,"description":504,"slug":505,"coverImageUrl":506},95,"Amazon CloudWatch","Amazon CloudWatch is a monitoring and observability service offered by Amazon Web Services (AWS) that provides data and actionable insights to monitor applications, respond to system-wide performance changes, optimize resource utilization, and get a unified view of operational health.","amazon-cloudwatch","\u002Fimages\u002Fprovider-services\u002Famazon-cloudwatch\u002Fcovers\u002FArch_Amazon-CloudWatch_64.png",{"id":508,"title":509,"description":510,"slug":511,"coverImageUrl":512},96,"AWS Command Line Interface (AWS CLI)","The AWS Command Line Interface (AWS CLI) is a unified tool that allows you to manage and automate AWS services directly from the terminal or command prompt.","aws-command-line-interface-(aws-cli)","\u002Fimages\u002Fprovider-services\u002Faws-command-line-interface-(aws-cli)\u002Fcovers\u002FArch_AWS-Command-Line-Interface_64.png",{"id":514,"title":515,"description":516,"slug":517,"coverImageUrl":518},98,"AWS Config","AWS Config is a service that enables you to assess, audit, and evaluate the configurations of your AWS resources, providing a detailed view of their compliance with the configurations specified by your internal guidelines and regulatory standards.","aws-config","\u002Fimages\u002Fprovider-services\u002Faws-config\u002Fcovers\u002FArch_AWS-Config_64.png",{"id":520,"title":521,"description":522,"slug":523,"coverImageUrl":524},102,"Amazon Managed Grafana","Amazon Managed Grafana is a fully managed service by AWS that provides scalable, secure, and easily deployable visualizations for real-time analytics, operational dashboards, and monitoring across various data sources.","amazon-managed-grafana","\u002Fimages\u002Fprovider-services\u002Famazon-managed-grafana\u002Fcovers\u002FArch_Amazon-Managed-Grafana_64.png",{"id":526,"title":527,"description":528,"slug":529,"coverImageUrl":530},112,"AWS Systems Manager","AWS Systems Manager is a management service that provides visibility and control over your AWS resources, enabling you to automate operational tasks, gather system inventory, apply OS patches, automate the creation of Amazon Machine Images, and configure your operating systems and applications.","aws-systems-manager","\u002Fimages\u002Fprovider-services\u002Faws-systems-manager\u002Fcovers\u002FArch_AWS-Systems-Manager_64.png",{"id":532,"title":533,"description":534,"slug":535,"coverImageUrl":536},114,"AWS Well-Architected Tool","The AWS Well-Architected Tool is a cloud service provided by Amazon Web Services that offers a set of questions across six pillars: operational excellence, security, reliability, performance efficiency, cost optimization, and sustainability to help users review the state of their workloads and compare them against AWS architectural best practices.","aws-well-architected-tool","\u002Fimages\u002Fprovider-services\u002Faws-well-architected-tool\u002Fcovers\u002FArch_AWS-Well-Architected-Tool_64.png",{"id":538,"title":539,"description":540,"slug":541,"coverImageUrl":542},119,"AWS Application Discovery Service","AWS Application Discovery Service is a cloud-based service designed to help enterprise customers streamline migration planning by automatically identifying and cataloging applications and dependencies running in on-premises data centers. Since October 7, 2025, AWS Application Discovery Service has been in maintenance and closed to new customers; existing customers can continue using it.","aws-application-discovery-service","\u002Fimages\u002Fprovider-services\u002Faws-application-discovery-service\u002Fcovers\u002FArch_AWS-Application-Discovery-Service_64.png",{"id":544,"title":545,"description":546,"slug":547,"coverImageUrl":548},121,"AWS Application Migration Service","AWS Transform MGN is a service that simplifies the process of migrating applications to AWS, enabling organizations to move applications without making changes to them, at scale and with minimal downtime.","aws-application-migration-service","\u002Fimages\u002Fprovider-services\u002Faws-application-migration-service\u002Fcovers\u002FArch_AWS-Application-Migration-Service_64.png",{"id":550,"title":551,"description":552,"slug":553,"coverImageUrl":554},122,"AWS Database Migration Service (AWS DMS)","AWS Database Migration Service (AWS DMS) is a managed migration and replication service for moving databases and analytics workloads to AWS with minimal downtime. Either the source or target must reside in Amazon RDS or on Amazon EC2; replication between two on-premises databases is not supported.","aws-database-migration-service-(aws-dms)","\u002Fimages\u002Fprovider-services\u002Faws-database-migration-service-(aws-dms)\u002Fcovers\u002FArch_AWS-DataSync_64.png",{"id":556,"title":557,"description":558,"slug":559,"coverImageUrl":560},123,"AWS DataSync","AWS DataSync is a data transfer service that facilitates the migration, replication, and synchronization of data between on-premises storage systems, AWS Storage services, and edge storage devices quickly and securely.","aws-datasync","\u002Fimages\u002Fprovider-services\u002Faws-datasync\u002Fcovers\u002FArch_AWS-DataSync_64.png",{"id":562,"title":563,"description":564,"slug":565,"coverImageUrl":37},125,"AWS Snow Family","The AWS Snow Family is a collection of physical devices and services designed by Amazon Web Services to facilitate data migration and edge computing tasks by transferring large volumes of data into and out of the AWS cloud securely and efficiently, without relying solely on internet connectivity.","aws-snow-family",{"id":567,"title":568,"description":569,"slug":570,"coverImageUrl":571},126,"AWS Transfer Family","AWS Transfer Family is a fully managed service by Amazon Web Services that facilitates the secure transfer of files over protocols like SFTP, FTPS, and FTP directly into and out of Amazon S3 or Amazon EFS.","aws-transfer-family","\u002Fimages\u002Fprovider-services\u002Faws-transfer-family\u002Fcovers\u002FArch_AWS-Transfer-Family_64.png",{"id":573,"title":574,"description":575,"slug":576,"coverImageUrl":577},128,"Amazon CloudFront","Amazon CloudFront is a fast content delivery network (CDN) service that securely delivers data, videos, applications, and APIs to customers globally with low latency, high transfer speeds, all within a developer-friendly environment.","amazon-cloudfront","\u002Fimages\u002Fprovider-services\u002Famazon-cloudfront\u002Fcovers\u002FArch_Amazon-CloudFront_64.png",{"id":579,"title":580,"description":581,"slug":582,"coverImageUrl":583},132,"AWS PrivateLink","AWS PrivateLink is a networking service that allows AWS customers to securely access services across the Amazon Web Services (AWS) network in a private manner, without using public IPs or requiring the traffic to traverse the public internet.","aws-privatelink","\u002Fimages\u002Fprovider-services\u002Faws-privatelink\u002Fcovers\u002FArch_AWS-PrivateLink_64.png",{"id":585,"title":586,"description":587,"slug":588,"coverImageUrl":589},133,"Amazon Route 53","Amazon Route 53 is a scalable cloud Domain Name System (DNS) web service designed to give developers and businesses a reliable way to route end users to Internet applications by translating names like www.example.com into the numeric IP addresses like 192.0.2.1 that computers use to connect to each other.","amazon-route-53","\u002Fimages\u002Fprovider-services\u002Famazon-route-53\u002Fcovers\u002FArch_Amazon-Route-53_64.png",{"id":591,"title":592,"description":593,"slug":594,"coverImageUrl":595},136,"Amazon VPC","Amazon VPC (Virtual Private Cloud) is a service that allows users to launch AWS resources in a logically isolated virtual network that they can define and control, including IP address ranges, subnets, route tables, and gateways.","amazon-vpc","\u002Fimages\u002Fprovider-services\u002Famazon-vpc\u002Fcovers\u002FVirtual-private-cloud-VPC_32.png",{"id":597,"title":598,"description":599,"slug":600,"coverImageUrl":601},148,"AWS IAM Identity Center (AWS Single Sign-On)","AWS IAM Identity Center (formerly AWS Single Sign-On) is a cloud service that enables secure and unified authentication for users to access AWS accounts and business applications with a single set of credentials.","aws-iam-identity-center-(aws-single-sign-on)","\u002Fimages\u002Fprovider-services\u002Faws-iam-identity-center-(aws-single-sign-on)\u002Fcovers\u002FArch_AWS-IAM-Identity-Center_64.png",{"id":603,"title":604,"description":605,"slug":606,"coverImageUrl":607},149,"AWS Identity and Access Management (IAM)","AWS Identity and Access Management (IAM) is a cloud service that helps securely control access to AWS resources by allowing you to create and manage AWS users and groups, and use permissions to allow and deny their access to AWS resources.","aws-identity-and-access-management-(iam)","\u002Fimages\u002Fprovider-services\u002Faws-identity-and-access-management-(iam)\u002Fcovers\u002FArch_AWS-Identity-and-Access-Management_64.png",{"id":609,"title":610,"description":611,"slug":612,"coverImageUrl":613},152,"Amazon Macie","Amazon Macie is a fully managed data security and data privacy service that uses machine learning and pattern matching to discover and protect sensitive data in AWS.","amazon-macie","\u002Fimages\u002Fprovider-services\u002Famazon-macie\u002Fcovers\u002FArch_Amazon-Macie_64.png",{"id":615,"title":616,"description":617,"slug":618,"coverImageUrl":619},155,"AWS Secrets Manager","AWS Secrets Manager is a service provided by Amazon Web Services that enables users to securely store, manage, and retrieve sensitive information such as API keys, passwords, and database credentials.","aws-secrets-manager","\u002Fimages\u002Fprovider-services\u002Faws-secrets-manager\u002Fcovers\u002FArch_AWS-Secrets-Manager_64.png",{"id":621,"title":622,"description":623,"slug":624,"coverImageUrl":625},157,"AWS Shield","AWS Shield is a managed Distributed Denial of Service (DDoS) protection service that safeguards applications running on AWS against DDoS attacks.","aws-shield","\u002Fimages\u002Fprovider-services\u002Faws-shield\u002Fcovers\u002FArch_AWS-Shield_64.png",{"id":627,"title":628,"description":629,"slug":630,"coverImageUrl":631},158,"AWS WAF","AWS WAF (Web Application Firewall) is a web application firewall service that helps protect web applications and APIs from common web exploits and bots that may affect availability, compromise security, or consume excessive resources.","aws-waf","\u002Fimages\u002Fprovider-services\u002Faws-waf\u002Fcovers\u002FArch_AWS-WAF_64.png",{"id":633,"title":634,"description":635,"slug":636,"coverImageUrl":637},168,"AWS Lambda","AWS Lambda is a serverless computing service provided by Amazon Web Services that allows developers to run code in response to events without provisioning or managing servers.","aws-lambda","\u002Fimages\u002Fprovider-services\u002Faws-lambda\u002Fcovers\u002FArch_AWS-Lambda_64.png",{"id":639,"title":640,"description":641,"slug":642,"coverImageUrl":643},169,"AWS Backup","AWS Backup is a fully managed backup service that makes it easy to centralize and automate the backup of data across AWS services in the cloud and on-premises.","aws-backup","\u002Fimages\u002Fprovider-services\u002Faws-backup\u002Fcovers\u002FArch_AWS-Backup_64.png",{"id":645,"title":646,"description":647,"slug":648,"coverImageUrl":649},170,"Amazon Elastic Block Store (Amazon EBS)","Amazon Elastic Block Store (Amazon EBS) is a high-performance block storage service designed for use with Amazon Elastic Compute Cloud (EC2) for both throughput and transaction-intensive workloads at any scale.","amazon-elastic-block-store-(amazon-ebs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-block-store-(amazon-ebs)\u002Fcovers\u002FArch_Amazon-Elastic-Block-Store_64.png",{"id":651,"title":652,"description":653,"slug":654,"coverImageUrl":655},171,"Amazon Elastic File System (Amazon EFS)","Amazon Elastic File System (Amazon EFS) is a cloud-based file storage service offered by Amazon Web Services (AWS) that provides a simple, scalable, elastic file system for use with AWS Cloud services and on-premise resources.","amazon-elastic-file-system-(amazon-efs)","\u002Fimages\u002Fprovider-services\u002Famazon-elastic-file-system-(amazon-efs)\u002Fcovers\u002FArch_Amazon-EFS_64.png",{"id":657,"title":658,"description":659,"slug":660,"coverImageUrl":661},173,"Amazon S3","Amazon S3 (Simple Storage Service) is a scalable cloud storage service offered by Amazon Web Services (AWS) that allows users to store and retrieve any amount of data from anywhere on the web.","amazon-s3","\u002Fimages\u002Fprovider-services\u002Famazon-s3\u002Fcovers\u002FArch_Amazon-Simple-Storage-Service_64.png",{"id":663,"title":664,"description":665,"slug":666,"coverImageUrl":667},174,"Amazon S3 Glacier","Amazon S3 Glacier is a secure, low-cost cloud storage service provided by Amazon Web Services (AWS) designed for data archiving and long-term backup, offering highly durable storage with retrieval times ranging from milliseconds to 48 hours.","amazon-s3-glacier","\u002Fimages\u002Fprovider-services\u002Famazon-s3-glacier\u002Fcovers\u002FArch_Amazon-Simple-Storage-Service-Glacier_64.png",{"id":669,"title":670,"description":671,"slug":672,"coverImageUrl":673},179,"Amazon Managed Workflows for Apache Airflow (Amazon MWAA)","Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a cloud service that orchestrates complex data workflows, allowing users to manage, execute, and scale Apache Airflow environments on the AWS cloud without managing the underlying infrastructure.","amazon-managed-workflows-for-apache-airflow-(amazon-mwaa)","\u002Fimages\u002Fprovider-services\u002Famazon-managed-workflows-for-apache-airflow-(amazon-mwaa)\u002Fcovers\u002FArch_Amazon-Managed-Workflows-for-Apache-Airflow_64.png",{"id":675,"title":676,"description":677,"slug":678,"coverImageUrl":679},184,"AWS Cloud9","AWS Cloud9 is a cloud-based integrated development environment (IDE) that provides a platform for writing, running, and debugging code with just a browser, offering a seamless experience for developing serverless applications, allowing collaboration in real-time among developers.","aws-cloud9","\u002Fimages\u002Fprovider-services\u002Faws-cloud9\u002Fcovers\u002FArch_AWS-Cloud9_64.png",{"id":681,"title":682,"description":683,"slug":684,"coverImageUrl":685},185,"AWS Cloud Development Kit (AWS CDK)","The AWS Cloud Development Kit (AWS CDK) is an open-source software development framework designed to model and provision cloud application resources using familiar programming languages.","aws-cloud-development-kit-(aws-cdk)","\u002Fimages\u002Fprovider-services\u002Faws-cloud-development-kit-(aws-cdk)\u002Fcovers\u002FArch_AWS-Cloud-Development-Kit_64.png",{"id":687,"title":688,"description":689,"slug":690,"coverImageUrl":691},189,"AWS CodeBuild","AWS CodeBuild is a fully managed build service that compiles source code, runs tests, and produces software packages ready to deploy, without the need for provisioning, managing, or scaling your own build servers.","aws-codebuild","\u002Fimages\u002Fprovider-services\u002Faws-codebuild\u002Fcovers\u002FArch_AWS-CodeBuild_64.png",{"id":693,"title":694,"description":695,"slug":696,"coverImageUrl":697},190,"AWS CodeCommit","AWS CodeCommit is a secure, highly scalable, managed source control service hosted by Amazon Web Services that makes it easy for teams to collaboratively manage and store their code repositories in the cloud.","aws-codecommit","\u002Fimages\u002Fprovider-services\u002Faws-codecommit\u002Fcovers\u002FArch_AWS-CodeCommit_64.png",{"id":699,"title":700,"description":701,"slug":702,"coverImageUrl":703},191,"AWS CodeDeploy","AWS CodeDeploy is a fully managed deployment service that automates software deployments to a variety of compute services such as Amazon EC2, AWS Fargate, AWS Lambda, and your on-premises servers.","aws-codedeploy","\u002Fimages\u002Fprovider-services\u002Faws-codedeploy\u002Fcovers\u002FArch_AWS-CodeDeploy_64.png",{"id":705,"title":706,"description":707,"slug":708,"coverImageUrl":709},246,"Amazon MemoryDB for Redis","Amazon MemoryDB is a fully managed, Valkey- and Redis OSS-compatible, durable, in-memory database service designed to deliver ultra-fast performance for data-intensive applications.","amazon-memorydb-for-redis","\u002Fimages\u002Fprovider-services\u002Famazon-memorydb-for-redis\u002Fcovers\u002FArch_Amazon-MemoryDB-for-Redis_64.png",{"id":711,"title":712,"description":713,"slug":714,"coverImageUrl":37},268,"AWS Schema Conversion Tool (AWS SCT)","The AWS Schema Conversion Tool (AWS SCT) is a software application that facilitates the migration of database schemas and certain business logic from one database engine to another, by automatically converting the source database schema and a majority of the custom code to a format compatible with the target database.","aws-schema-conversion-tool-(aws-sct)",{"id":716,"title":717,"description":718,"slug":719,"coverImageUrl":720},274,"Amazon Data Firehose","Amazon Data Firehose is a fully managed service designed to load streaming data in real time into data lakes, data stores, and analytics services such as Amazon S3, Amazon Redshift, Amazon OpenSearch Service, and Splunk.","amazon-kinesis-data-firehose","\u002Fimages\u002Fprovider-services\u002Famazon-kinesis-data-firehose\u002Fcovers\u002FArch_Amazon-Kinesis-Data-Firehose_64.png",{"id":722,"title":723,"description":724,"slug":725,"coverImageUrl":726},275,"Amazon Kinesis Data Streams","Amazon Kinesis Data Streams is a scalable and durable real-time data streaming service that enables developers to continuously capture gigabytes of data per second from hundreds of thousands of sources such as website clickstreams, database event streams, financial transactions, social media feeds, IT logs, and location-tracking events.","amazon-kinesis-data-streams","\u002Fimages\u002Fprovider-services\u002Famazon-kinesis-data-streams\u002Fcovers\u002FArch_Amazon-Kinesis-Data-Streams_64.png",{"id":728,"title":729,"description":730,"slug":731,"coverImageUrl":732},279,"AWS CodePipeline","AWS CodePipeline is a continuous integration and continuous delivery (CI\u002FCD) service for fast and reliable application and infrastructure updates.","aws-codepipeline","\u002Fimages\u002Fprovider-services\u002Faws-codepipeline\u002Fcovers\u002FArch_AWS-CodePipeline_64.png",{"id":206,"title":734,"description":735,"slug":736,"coverImageUrl":737},"Amazon Managed Service for Apache Flink","Amazon Managed Service for Apache Flink is a fully managed service that allows you to build and run applications that use Apache Flink - an open-source framework and engine for processing big data streams - without the need for infrastructure management.","amazon-managed-service-for-apache-flink","\u002Fimages\u002Fprovider-services\u002Famazon-managed-service-for-apache-flink\u002Fcovers\u002FArch_Amazon-Managed-Service-for-Apache-Flink_64.png",{"id":214,"title":739,"description":740,"slug":741,"coverImageUrl":37},"AWS Serverless Application Model (AWS SAM)","AWS Serverless Application Model (AWS SAM) is a framework for building serverless applications that simplifies the process of defining, deploying, and managing serverless infrastructure on AWS using familiar infrastructure as code techniques.","aws-serverless-application-model-(aws-sam)",{"id":146,"code":46,"slug":41,"dateLastDay":152,"whatChanged":152,"pageSlug":47},[],1793320684347]