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Applied Unsupervised Learning with R
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Applied Unsupervised Learning with R

Startingwiththebasics,AppliedUnsupervisedLearningwithRexplainsclusteringmethods,distributionanalysis,dataencoders,andfeaturesofRthatenableyoutounderstandyourdatabetterandgetanswerstoyourmostpressingbusinessquestions.Thisbookbeginswiththemostimportantandcommonlyusedmethodforunsupervisedlearning-clustering-andexplainsthethreemainclusteringalgorithms-k-means,divisive,andagglomerative.Followingthis,you'llstudymarketbasketanalysis,kerneldensityestimation,principalcomponentanalysis,andanomalydetection.You'llbeintroducedtothesemethodsusingcodewritteninR,withfurtherinstructionsonhowtoworkwith,edit,andimproveRcode.Tohelpyougainapracticalunderstanding,thebookalsofeaturesusefultipsonapplyingthesemethodstorealbusinessproblems,includingmarketsegmentationandfrauddetection.Byworkingthroughinterestingactivities,you'llexploredataencodersandlatentvariablemodels.Bytheendofthisbook,youwillhaveabetterunderstandingofdifferentanomalydetectionmethods,suchasoutlierdetection,Mahalanobisdistances,andcontextualandcollectiveanomalydetection.

Alok Malik Bradford Tuckfield ·硬件維護(hù) ·3.9萬字

Unreal Development Kit Game Programming with UnrealScript：Beginner's Guide
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Unreal Development Kit Game Programming with UnrealScript：Beginner's Guide

Thisisastep-by-stepbookthatbuildsonyourknowledgebyaddingtoanexamplegameoverthecourseofeachchapter.Eachtopicusesexamplecodethatcanbecompiledandtestedtoshowhowthingsworkinsteadofjusttellingyou.Complicatedtasksarebrokendownintoeasytofollowstepswithclearexplanationsofwhateachlineofcodeisdoing.ThisbookiswrittenforbeginnerstoUnrealScript,whetherthisisyourfirstexperiencewithprogrammingoryou'recomingintoitfromanotherlanguageandwouldliketolearnhowUnrealScriptusesconceptsyou'realreadyfamiliarwith.IfyouwouldliketomakegameswiththeUnrealDevelopmentKit,thisbookisforyou.

Rachel Cordone ·硬件維護(hù) ·9.6萬字

Direct3D Rendering Cookbook
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Direct3D Rendering Cookbook

Thisisapracticalcookbookthatdivesintothevariousmethodsofprogramminggraphicswithafocusongames.Itisaperfectpackageofalltheinnovativeanduptodate3Drenderingtechniquessupportedbynumerousillustrations,strongsamplecode,andconciseexplanations.Direct3DRenderingCookbookisforC#.NETdeveloperswhowanttolearntheadvancedrenderingtechniquesmadepossiblewithDirectX11.2.Itisexpectedthatthereaderhasatleastacursoryknowledgeofgraphicsprogramming,andalthoughsomeknowledgeofDirect3D10+ishelpful,itisnotnecessary.Anunderstandingofvectorandmatrixalgebraisrequired.

Justin Stenning ·硬件維護(hù) ·9.1萬字

Blender Quick Start Guide
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Blender Quick Start Guide

Blenderisopensource3Dcreationsoftware.Withalonghistoryandanenthusiasticcommunityofusers,itistheidealchoiceforalmostanykindofworkwith3Dmodelingoranimation.However,fornewusers,itspowerand?exibillitycansometimesbedaunting,andthat’swhenyouneedthisbook!Thebookstartsbyshowingyouroundtheall-newBlender2.8userinterface.You'lllookatthemostcommonly-usedoptionsandtools,suchasnavigatingin3Dandselectingobjects.Youwillthenuseandmanipulateoneofthemostimportantwindowsoftheinterface,the3DView.You'lllearnhowtouseessentialtoolsforworkingwith3Dmodeling.Togiveyourmodelsthefeelofreal-worldobjects,you'lllearnhowtocreatematerialsandsetupsurfaces.You'llseehowtousePhysically-BasedRendering(PBR),whichallowsyoutocraftrealisticsurfacessuchaswood,stone,andmetal.YouwillalsoworkwithEevee,anewreal-timerenderengineinBlender.Youwillseehowtoaddmotiontoobjects,makinguseofBlender'simpressive3Danimationfeatures.Finally,you'lllearnhowtocreatescenesandorganizethemforrendering,andlateraddtitlesandeffectsusingbuilt-inBlendertools.Bytheendofthebook,youwillbeabletouseBlender2.8newUI,Create3DModelswithtextures,Animations,andRendertheminreal-timeusingEevee.

Allan Brito ·硬件維護(hù) ·2.4萬字

Hands-On Game Development with WebAssembly
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Hands-On Game Development with WebAssembly

Withinthenextfewyears,WebAssemblywillchangethewebasweknowit.Itpromisesaworldwhereyoucanwriteanapplicationforthewebinanylanguage,andcompileitfornativeplatformsaswellastheweb.ThisbookisdesignedtointroducewebdevelopersandgamedeveloperstotheworldofWebAssemblybywalkingthroughthedevelopmentofaretroarcadegame.YouwilllearnhowtobuildaWebAssemblyapplicationusingC++,Emscripten,JavaScript,WebGL,SDL,andHTML5.Thisbookcoversalotofgroundinbothgamedevelopmentandwebapplicationdevelopment.WhencreatingagameorapplicationthattargetsWebAssembly,developersneedtolearnaplethoraofskillsandtools.Thisbookisasampleplatterofthosetoolsandskills.ItcoverstopicsincludingEmscripten,C/C++,WebGL,OpenGL,JavaScript,HTML5,andCSS.Thereaderwillalsolearnbasictechniquesforgamedevelopment,including2Dspriteanimation,particlesystems,2Dcameradesign,soundeffects,2Dgamephysics,userinterfacedesign,shaders,debugging,andoptimization.Bytheendofthebook,youwillbeabletocreatesimplewebgamesandwebapplicationstargetingWebAssembly.

Rick Battagline ·硬件維護(hù) ·12.6萬字

Blender for Video Production Quick Start Guide
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Blender for Video Production Quick Start Guide

Oneofthecriticalcomponentsofanyworkflowrelatedtovideoproductionisareliabletooltocreateandeditmediasuchasvideoandaudio.Inmostcases,youwillfindvideoproducersusingsoftwarethatcanonlycutandmountvideoina"traditional"way.Whatifyoucoulduseasoftwarethatoffersnotonlyoptionstoeditandcutvideo,butalsocreate3Dcontentandanimation?WithBlender,youcanmakeuseofafantasticsetoftoolstoeditandcutvideo,andalsoproduce3Dcontentthatwillenableyoutotakeyourproductionstothenextlevel.Doyouwanttotakefootagefromacameraandcutoraddsoundandtitles?ThisbookwillshowyouhowBlendercandothatforyou!Youwilllearntoadd3Dvirtualobjectstothesamefootagethatwillhelpyoutocreateafull3Denvironment.Usingsomecameratricks,youcaneventurnBlenderintoapowerful2.5Danimationsoftwaretocreatecompellinginfographicstoproduceeducational,marketing,andinstructionalvideos.Youwillalsolearnhowtoworkwithmotiontrackingtomixlive-actionfootagewithvirtualobjects.YouwillthenlearnhowtousethevideoeditingcapabilitiesofBlenderandmatch3DcontenttoyourprojectforYouTubeoranyothermedia.Towardtheendofthebook,youwillexporttheprojecttoYouTubeusingoptimalsettingsforthebestperformanceintheplatform.

Allan Brito ·硬件維護(hù) ·2.8萬字

Machine Learning for Finance
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Machine Learning for Finance

MachineLearningforFinanceexploresnewadvancesinmachinelearningandshowshowtheycanbeappliedacrossthefinancialsector,includingininsurance,transactions,andlending.ItexplainstheconceptsandalgorithmsbehindthemainmachinelearningtechniquesandprovidesexamplePythoncodeforimplementingthemodelsyourself.ThebookisbasedonJannesKlaas’experienceofrunningmachinelearningtrainingcoursesforfinancialprofessionals.Ratherthanprovidingready-madefinancialalgorithms,thebookfocusesontheadvancedMLconceptsandideasthatcanbeappliedinawidevarietyofways.Thebookshowshowmachinelearningworksonstructureddata,text,images,andtimeseries.Itincludescoverageofgenerativeadversariallearning,reinforcementlearning,debugging,andlaunchingmachinelearningproducts.ItdiscusseshowtofightbiasinmachinelearningandendswithanexplorationofBayesianinferenceandprobabilisticprogramming.

Jannes Klaas ·硬件維護(hù) ·11.6萬字

Lumion 3D Cookbook
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Lumion 3D Cookbook

Thisbookoffersusespracticalapplicationsusingrecipeswithstep-by-stepinstructionsandusefulinformationtohelpyoumasterhowtoproduceprofessionalarchitecturalvisualizationsinLumion.Thecookbookapproachmeansyouneedtothinkandexplorehowaparticularfeaturecanbeappliedinyourprojectandperformtheintendedtask.ThisbookiswrittentobeaccessibletoallLumionusersandisausefulguidetofollowwhenbecomingfamiliarwiththiscutting-edgereal-timetechnology.ThispracticalguideisdesignedforalllevelsofLumionuserswhoknowhowtomodelbuildingsin3DandabasicunderstandingofLumion,whowanttoenhancetheirskillstothenextlevel.

Ciro Cardoso ·硬件維護(hù) ·6.2萬字

Large Scale Machine Learning with Python
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Large Scale Machine Learning with Python

Thisbookisforanyonewhointendstoworkwithlargeandcomplexdatasets.FamiliaritywithbasicPythonandmachinelearningconceptsisrecommended.Workingknowledgeinstatisticsandcomputationalmathematicswouldalsobehelpful.

Bastiaan Sjardin Luca Massaron Alberto Boschetti ·硬件維護(hù) ·9.5萬字

Blender 2.6 Cycles：Materials and Textures Cookbook
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Blender 2.6 Cycles：Materials and Textures Cookbook

Writteninafriendly,practicalstylethisCookbookdeep-divesintoawide-arrayoftechniquesusedtocreaterealisticmaterialsandtextures.ThisbookisperfectforyouifyouhaveusedBlenderbeforebutarenewtotheimpressiveCyclesrenderer.YoushouldhavesomeknowledgeoftheBlenderinterface,thoughthisisnotastrictrequirement.Ifyouwanttocreaterealistic,stunningmaterialsandtexturesusingCycles,thenthisbookisforyou!

Enrico Valenza ·硬件維護(hù) ·6.6萬字

Internet of Things Projects with ESP32
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Internet of Things Projects with ESP32

ESP32isalow-costMCUwithintegratedWi-FiandBLE.Variousmodulesanddevelopmentboards-basedonESP32areavailableforbuildingIoTapplicationseasily.Wi-FiandBLEareacommonnetworkstackintheInternetofThingsapplication.Thesenetworkmodulescanleverageyourbusinessandprojectsneedsforcost-effectivebenefits.ThisbookwillserveasafundamentalguidefordevelopinganESP32program.WewillstartwithGPIOprogramminginvolvingsomesensordevices.ThenwewillstudyESP32developmentbybuildinganumberofIoTprojects,suchasweatherstations,sensorloggers,smarthomes,Wi-FicamsandWi-Fiwardriving.Lastly,wewillenableESP32boardstoexecuteinteractionswithmobileapplicationsandcloudserverssuchasAWS.Bytheendofthisbook,youwillbeupandrunningwithvariousIoTproject-basedESP32chip.

Agus Kurniawan ·硬件維護(hù) ·3.3萬字

Machine Learning Solutions
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Machine Learning Solutions

Thisbookisfortheintermediateuserssuchasmachinelearningengineers,dataengineers,datascientists,andmore,whowanttosolvesimpletocomplexmachinelearningproblemsintheirday-to-dayworkandbuildpowerfulandefficientmachinelearningmodels.AbasicunderstandingofthemachinelearningconceptsandsomeexperiencewithPythonprogrammingisallyouneedtogetstartedwiththisbook.

Jalaj Thanaki ·硬件維護(hù) ·10.4萬字

Svelte 3 Up and Running
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Svelte 3 Up and Running

SvelteisamodernJavaScriptframeworkusedtobuildstaticwebappsthatarefastandlean,aswellasbeingfunfordeveloperstouse.ThisbookisaconciseandpracticalintroductionforthosewhoarenewtotheSvelteframeworkwhichwillhaveyouuptospeedwithbuildingappsquickly,andteachyouhowtouseSvelte3tobuildappsthatofferagreatappuserexperience(UX).ThebookstartswithanintroductiontoSvelte3,beforeshowingyouhowtosetupyourfirstcompleteapplicationwiththeframework.Filledwithcodesamples,eachchapterwillshowyouhowtowritecomponentsusingtheSveltetemplatesyntaxandtheapplicationprogramminginterfaces(APIs)oftheSvelteframework.Asyouadvance,you’llgofromscaffoldingyourprojectandtoolsetupallthewaythroughtoproductionwithDevOpsprinciplessuchasautomatedtesting,continuousintegration,andcontinuousdelivery(CI/CD).Finally,you’lldeployyourapplicationinthecloudwithobjectstorageservicesandacontentdeliverynetwork(CDN)forbest-in-classperformanceforyourusers.Bytheendofthisbook,you’llhavelearnedhowtobuildanddeployappsusingSvelte3tosolvereal-worldproblemsanddeliverimpressiveresults.

Alessandro Segala ·硬件維護(hù) ·3.6萬字

WebGL Hotshot
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WebGL Hotshot

Everychapterstartswitha'missionbriefing'sectionthatdescribeswhatistobeachievedbytheendofthechapter.Thisisfollowedwiththedecisionsandstepsrequiredtoaccomplishthemissionobjectivewithchallengestotaketheprojectfurther.Thescopeforthebookthusmimicstherealliferequirementsofadeveloperandgetsyoureadytosuccessfullybuildyourownproject.Ifyouareawebdesignerlookingtoexpandyourknowledgeof3Dgraphicsconceptsandbroadenyourexistingskillset,thenthisbookisforyou.Thoselookingforanintroductionto3DgraphicswillbenefitfromWebGLHotshotasitisaperfectguidetomaster3Dconcepts,helpingyoubuildanddeploy3Dworldsmuchquicker.ThebookassumesabasicknowledgeofHTML,thoughitcanbelearnedconcurrentlywhilereadingthisbook.Basicprogrammingknowledgeisuseful;however,thegraphicalnatureofweb3Dcontentallowsyoutolearnprogrammingthroughexperimentation.

Mitch Williams ·硬件維護(hù) ·7.4萬字

Mastering Machine Learning on AWS
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Mastering Machine Learning on AWS

AWSisconstantlydrivingnewinnovationsthatempowerdatascientiststoexploreavarietyofmachinelearning(ML)cloudservices.ThisbookisyourcomprehensivereferenceforlearningandimplementingadvancedMLalgorithmsinAWScloud.Asyougothroughthechapters,you’llgaininsightsintohowthesealgorithmscanbetrained,tunedanddeployedinAWSusingApacheSparkonElasticMapReduce(EMR),SageMaker,andTensorFlow.WhileyoufocusonalgorithmssuchasXGBoost,linearmodels,factorizationmachines,anddeepnets,thebookwillalsoprovideyouwithanoverviewofAWSaswellasdetailedpracticalapplicationsthatwillhelpyousolvereal-worldproblems.EverypracticalapplicationincludesaseriesofcompanionnotebookswithallthenecessarycodetorunonAWS.Inthenextfewchapters,youwilllearntouseSageMakerandEMRNotebookstoperformarangeoftasks,rightfromsmartanalytics,andpredictivemodeling,throughtosentimentanalysis.Bytheendofthisbook,youwillbeequippedwiththeskillsyouneedtoeffectivelyhandlemachinelearningprojectsandimplementandevaluatealgorithmsonAWS.

Dr. Saket S.R. Mengle Maximo Gurmendez ·硬件維護(hù) ·6.2萬字

Applied Supervised Learning with R
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Applied Supervised Learning with R

Rprovidesexcellentvisualizationfeaturesthatareessentialforexploringdatabeforeusingitinautomatedlearning.AppliedSupervisedLearningwithRhelpsyoucoverthecompleteprocessofemployingRtodevelopapplicationsusingsupervisedmachinelearningalgorithmsforyourbusinessneeds.Thebookstartsbyhelpingyoudevelopyouranalyticalthinkingtocreateaproblemstatementusingbusinessinputsanddomainresearch.Youwillthenlearndifferentevaluationmetricsthatcomparevariousalgorithms,andlaterprogresstousingthesemetricstoselectthebestalgorithmforyourproblem.Afterfinalizingthealgorithmyouwanttouse,youwillstudythehyperparameteroptimizationtechniquetofine-tuneyoursetofoptimalparameters.Topreventyoufromoverfittingyourmodel,adedicatedsectionwillevendemonstratehowyoucanaddvariousregularizationterms.Bytheendofthisbook,youwillhavetheadvancedskillsyouneedformodelingasupervisedmachinelearningalgorithmthatpreciselyfulfillsyourbusinessneeds.

Karthik Ramasubramanian Jojo Moolayil ·硬件維護(hù) ·7.5萬字

The Machine Learning Workshop
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The Machine Learning Workshop

Machinelearningalgorithmsareanintegralpartofalmostallmodernapplications.Tomakethelearningprocessfasterandmoreaccurate,youneedatoolflexibleandpowerfulenoughtohelpyoubuildmachinelearningalgorithmsquicklyandeasily.WithTheMachineLearningWorkshop,you'llmasterthescikit-learnlibraryandbecomeproficientindevelopingclevermachinelearningalgorithms.TheMachineLearningWorkshopbeginsbydemonstratinghowunsupervisedandsupervisedlearningalgorithmsworkbyanalyzingareal-worlddatasetofwholesalecustomers.Onceyou'vegottogripswiththebasics,you’lldevelopanartificialneuralnetworkusingscikit-learnandthenimproveitsperformancebyfine-tuninghyperparameters.Towardstheendoftheworkshop,you'llstudythedatasetofabank'smarketingactivitiesandbuildmachinelearningmodelsthatcanlistclientswhoarelikelytosubscribetoatermdeposit.You'llalsolearnhowtocomparethesemodelsandselecttheoptimalone.BytheendofTheMachineLearningWorkshop,you'llnotonlyhavelearnedthedifferencebetweensupervisedandunsupervisedmodelsandtheirapplicationsintherealworld,butyou'llalsohavedevelopedtheskillsrequiredtogetstartedwithprogrammingyourveryownmachinelearningalgorithms.

Hyatt Saleh ·硬件維護(hù) ·6萬字

The Deep Learning with PyTorch Workshop
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The Deep Learning with PyTorch Workshop

Wanttogettogripswithoneofthemostpopularmachinelearninglibrariesfordeeplearning?TheDeepLearningwithPyTorchWorkshopwillhelpyoudojustthat,jumpstartingyourknowledgeofusingPyTorchfordeeplearningevenifyou’restartingfromscratch.It'snosurprisethatdeeplearning'spopularityhasrisensteeplyinthepastfewyears,thankstointelligentapplicationssuchasself-drivingvehicles,chatbots,andvoice-activatedassistantsthataremakingourliveseasier.Thisbookwilltakeyouinsidetheworldofdeeplearning,whereyou'llusePyTorchtounderstandthecomplexityofneuralnetworkarchitectures.TheDeepLearningwithPyTorchWorkshopstartswithanintroductiontodeeplearninganditsapplications.You'llexplorethesyntaxofPyTorchandlearnhowtodefineanetworkarchitectureandtrainamodel.Next,you'lllearnaboutthreemainneuralnetworkarchitectures-convolutional,artificial,andrecurrent-andevensolvereal-worlddataproblemsusingthesenetworks.Laterchapterswillshowyouhowtocreateastyletransfermodeltodevelopanewimagefromtwoimages,beforefinallytakingyouthroughhowRNNsstorememorytosolvekeydataissues.Bytheendofthisbook,you'llhavemasteredtheessentialconcepts,tools,andlibrariesofPyTorchtodevelopyourowndeepneuralnetworksandintelligentapps.

Hyatt Saleh ·硬件維護(hù) ·7.4萬字

TensorFlow 1.x Deep Learning Cookbook
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TensorFlow 1.x Deep Learning Cookbook

Thisbookisintendedfordataanalysts,datascientists,machinelearningpractitionersanddeeplearningenthusiastswhowanttoperformdeeplearningtasksonaregularbasisandarelookingforahandyguidetheycanreferto.Peoplewhoareslightlyfamiliarwithneuralnetworks,andnowwanttogainexpertiseinworkingwithdifferenttypesofneuralnetworksanddatasets,willfindthisbookquiteuseful.

Antonio Gulli Amita Kapoor ·硬件維護(hù) ·9.1萬字

計(jì)算機(jī)組裝與維護(hù)立體化教程（微課版）
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計(jì)算機(jī)組裝與維護(hù)立體化教程（微課版）

本書主要講解計(jì)算機(jī)基礎(chǔ)知識、計(jì)算機(jī)各種硬件的選配、計(jì)算機(jī)組裝、設(shè)置BIOS、硬盤分區(qū)和格式化、安裝操作系統(tǒng)、安裝驅(qū)動程序和常用軟件、構(gòu)建虛擬計(jì)算機(jī)配裝平臺、備份與優(yōu)化操作系統(tǒng)、維護(hù)計(jì)算機(jī)、計(jì)算機(jī)常見故障的診斷與排除等知識。本書最后還安排了綜合實(shí)訓(xùn)內(nèi)容，進(jìn)一步提高學(xué)生對知識的應(yīng)用能力。本書采用項(xiàng)目式并分任務(wù)進(jìn)行講解，每個(gè)任務(wù)主要由任務(wù)目標(biāo)、相關(guān)知識、任務(wù)實(shí)施3部分組成，然后再進(jìn)行強(qiáng)化實(shí)訓(xùn)。每個(gè)項(xiàng)目最后還配有技能提升內(nèi)容，并安排了相應(yīng)的練習(xí)和實(shí)踐。本書著重于對學(xué)生實(shí)際應(yīng)用能力的培養(yǎng)，將職業(yè)場景引入課堂教學(xué)，因此可以讓學(xué)生提前進(jìn)入工作的角色。本書適合作為職業(yè)院校計(jì)算機(jī)應(yīng)用專業(yè)以及其他相關(guān)專業(yè)的教材使用，也可作為計(jì)算機(jī)初學(xué)者的上機(jī)輔導(dǎo)用書和計(jì)算機(jī)培訓(xùn)班教學(xué)用書，本書還適于學(xué)生、辦公人員、對計(jì)算機(jī)具有濃厚興趣的廣大讀者閱讀。

賴作華 汪鵬飛主編 ·硬件維護(hù) ·13.3萬字

QQ閱讀手機(jī)版

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