牛牛牛牛念什么意思

ThisbookisforBusinessIntelligencearchitects,BIdevelopers,BigDataarchitects,andITexecutiveswhoarelookingtomodernizetheirbusinessintelligencearchitectureanddeliverafast,easy-to-use,cloudpoweredbusinessintelligenceservice.

·3.2萬字

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PowerShell Core for Linux Administrators Cookbook

PowerShellCore,theopensource,cross-platformthatisbasedontheopensource,cross-platform.NETCore,isnotashellthatcameoutbyaccident;itwasintentionallycreatedtobeversatileandeasytolearnatthesametime.PowerShellCoreenablesautomationonsystemsrangingfromtheRaspberryPitothecloud.PowerShellCoreforLinuxAdministratorsCookbookusessimple,real-worldexamplesthatteachyouhowtousePowerShelltoeffectivelyadministeryourenvironment.Asyoumakeyourwaythroughthebook,youwillcoverinterestingrecipesonhowPowerShellCorecanbeusedtoquicklyautomatecomplex,repetitive,andtime-consumingtasks.Intheconcludingchapters,youwilllearnhowtodevelopscriptstoautomatetasksthatinvolvesystemsandenterprisemanagement.Bytheendofthisbook,youwillhavelearnedabouttheautomationcapabilitiesofPowerShellCore,includingremotemanagementusingOpenSSH,cross-platformenterprisemanagement,workingwithDockercontainers,andmanagingSQLdatabases.

·10.3萬字

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Practical Computer Vision

ThisbookisformachinelearningpractitionersanddeeplearningenthusiastswhowanttounderstandandimplementvarioustasksassociatedwithComputerVisionandimageprocessinginthemostpracticalmannerpossible.SomeprogrammingexperiencewouldbebeneficialwhileknowingPythonwouldbeanaddedbonus.

·4.1萬字

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Ensemble Machine Learning Cookbook

Ensemblemodelingisanapproachusedtoimprovetheperformanceofmachinelearningmodels.Itcombinestwoormoresimilarordissimilarmachinelearningalgorithmstodeliversuperiorintellectualpowers.Thisbookwillhelpyoutoimplementpopularmachinelearningalgorithmstocoverdifferentparadigmsofensemblemachinelearningsuchasboosting,bagging,andstacking.TheEnsembleMachineLearningCookbookwillstartbygettingyouacquaintedwiththebasicsofensembletechniquesandexploratorydataanalysis.You'llthenlearntoimplementtasksrelatedtostatisticalandmachinelearningalgorithmstounderstandtheensembleofmultipleheterogeneousalgorithms.Itwillalsoensurethatyoudon'tmissoutonkeytopics,suchaslikeresamplingmethods.Asyouprogress,you’llgetabetterunderstandingofbagging,boosting,stacking,andworkingwiththeRandomForestalgorithmusingreal-worldexamples.Thebookwillhighlighthowtheseensemblemethodsusemultiplemodelstoimprovemachinelearningresults,ascomparedtoasinglemodel.Intheconcludingchapters,you'lldelveintoadvancedensemblemodelsusingneuralnetworks,naturallanguageprocessing,andmore.You’llalsobeabletoimplementmodelssuchasfrauddetection,textcategorization,andsentimentanalysis.Bytheendofthisbook,you'llbeabletoharnessensembletechniquesandtheworkingmechanismsofmachinelearningalgorithmstobuildintelligentmodelsusingindividualrecipes.

·5.5萬字

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Practical Data Analysis

Eachchapterofthebookquicklyintroducesakey‘theme’ofDataAnalysis,beforeimmersingyouinthepracticalaspectsofeachtheme.You’lllearnquicklyhowtoperformallaspectsofDataAnalysis.PracticalDataAnalysisisabookidealforhomeandsmallbusinessuserswhowanttoslicedicethedatatheyhaveonhandwithminimumhassle.

·5.4萬字

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Learning Apache Spark 2

Thisguideappealstobigdataengineers,analysts,architects,softwareengineers,eventechnicalmanagerswhoneedtoperformefficientdataprocessingonHadoopatrealtime.BasicfamiliaritywithJavaorScalawillbehelpful.Theassumptionisthatreaderswillbefromamixedbackground,butwouldbetypicallypeoplewithbackgroundinengineering/datasciencewithnopriorSparkexperienceandwanttounderstandhowSparkcanhelpthemontheiranalyticsjourney.

·6.4萬字

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Visualforce Development Cookbook（Second Edition）

Thisbookwillbebeneficialtodeveloperswhoarealreadywell-versedwiththebasicsofVisualforce.Anawarenessofthestandardcomponentlibraryandthepurposeofcontrollersisexpected.

·6.2萬字

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R Machine Learning Projects

Risoneofthemostpopularlanguageswhenitcomestoperformingcomputationalstatistics(statisticalcomputing)easilyandexploringthemathematicalsideofmachinelearning.Withthisbook,youwillleveragetheRecosystemtobuildefficientmachinelearningapplicationsthatcarryoutintelligenttaskswithinyourorganization.Thisbookwillhelpyoutestyourknowledgeandskills,guidingyouonhowtobuildeasilythroughtocomplexmachinelearningprojects.Youwillfirstlearnhowtobuildpowerfulmachinelearningmodelswithensemblestopredictemployeeattrition.Next,you’llimplementajokerecommendationengineandlearnhowtoperformsentimentanalysisonAmazonreviews.You’llalsoexploredifferentclusteringtechniquestosegmentcustomersusingwholesaledata.Inadditiontothis,thebookwillgetyouacquaintedwithcreditcardfrauddetectionusingautoencoders,andreinforcementlearningtomakepredictionsandwinonacasinoslotmachine.Bytheendofthebook,youwillbeequippedtoconfidentlyperformcomplextaskstobuildresearchandcommercialprojectsforautomatedoperations.

·7.1萬字

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Machine Learning with Scala Quick Start Guide

Scalaisahighlyscalableintegrationofobject-orientednatureandfunctionalprogrammingconceptsthatmakeiteasytobuildscalableandcomplexbigdataapplications.ThisbookisahandyguideformachinelearningdevelopersanddatascientistswhowanttodevelopandtraineffectivemachinelearningmodelsinScala.Thebookstartswithanintroductiontomachinelearning,whilecoveringdeeplearningandmachinelearningbasics.ItthenexplainshowtouseScala-basedMLlibrariestosolveclassificationandregressionproblemsusinglinearregression,generalizedlinearregression,logisticregression,supportvectormachine,andNa?veBayesalgorithms.Italsocoverstree-basedensembletechniquesforsolvingbothclassificationandregressionproblems.Movingahead,itcoversunsupervisedlearningtechniques,suchasdimensionalityreduction,clustering,andrecommendersystems.Finally,itprovidesabriefoverviewofdeeplearningusingareal-lifeexampleinScala.

·4.5萬字

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Hands-On Automated Machine Learning

Ifyou’reabuddingdatascientist,dataanalyst,orMachineLearningenthusiastandarenewtotheconceptofautomatedmachinelearning,thisbookisidealforyou.You’llalsofindthisbookusefulifyou’reanMLengineerordataprofessionalinterestedindevelopingquickmachinelearningpipelinesforyourprojects.PriorexposuretoPythonprogrammingwillhelpyougetthebestoutofthisbook.

·5.2萬字

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INSTANT VMware vCloud Starter

Gettogripswithanewtechnology,understandwhatitisandwhatitcandoforyou,andthengettoworkwiththemostimportantfeaturesandtasks.Thisbookiswritteninaneasytoreadstyle,withastrongemphasisonrealworld,practicalexamples.Stepbystepexplanationsareprovidedforperformingimportanttasks.IfyouareaCloudengineeroradministratorlookingforwardtoworkingwithvCloud,thenthisisthebestguidetogetyoustartedwithit.

·1.3萬字

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Learn Ansible

LearnAnsibleisperfectforsystemadministratorsanddeveloperswhowanttotaketheircurrentworkflowsandtransformthemintorepeatableplaybooksusingAnsible.NopriorknowledgeofAnsibleisrequired.

·9.7萬字

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Machine Learning with R

Solvereal-worlddataproblemswithRandmachinelearningKeyFeatures*Thirdeditionofthebestselling,widelyacclaimedRmachinelearningbook,updatedandimprovedforR3.6andbeyond*HarnessthepowerofRtobuildflexible,effective,andtransparentmachinelearningmodels*Learnquicklywithaclear,hands-onguidebyexperiencedmachinelearningteacherandpractitioner,BrettLantzBookDescriptionMachinelearning,atitscore,isconcernedwithtransformingdataintoactionableknowledge.Roffersapowerfulsetofmachinelearningmethodstoquicklyandeasilygaininsightfromyourdata.MachineLearningwithR,ThirdEditionprovidesahands-on,readableguidetoapplyingmachinelearningtoreal-worldproblems.WhetheryouareanexperiencedRuserornewtothelanguage,BrettLantzteachesyoueverythingyouneedtouncoverkeyinsights,makenewpredictions,andvisualizeyourfindings.Thisnew3rdeditionupdatestheclassicRdatasciencebooktoR3.6withnewerandbetterlibraries,adviceonethicalandbiasissuesinmachinelearning,andanintroductiontodeeplearning.Findpowerfulnewinsightsinyourdata;discovermachinelearningwithR.Whatyouwilllearn*Discovertheoriginsofmachinelearningandhowexactlyacomputerlearnsbyexample*PrepareyourdataformachinelearningworkwiththeRprogramminglanguage*ClassifyimportantoutcomesusingnearestneighborandBayesianmethods*Predictfutureeventsusingdecisiontrees,rules,andsupportvectormachines*Forecastnumericdataandestimatefinancialvaluesusingregressionmethods*Modelcomplexprocesseswithartificialneuralnetworks—thebasisofdeeplearning*Avoidbiasinmachinelearningmodels*Evaluateyourmodelsandimprovetheirperformance*ConnectRtoSQLdatabasesandemergingbigdatatechnologiessuchasSpark,H2O,andTensorFlowWhothisbookisforDatascientists,students,andotherpractitionerswhowantaclear,accessibleguidetomachinelearningwithR.

·12.1萬字

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Microsoft System Center Confi guration Manager

Thisbookisastep-by-steptutorialthatguidesyouthroughthekeystepsinimplementingbestsolutionsforhighavailabilityandperformancetuning.Itissplitintotwodistinctapproaches:clientandsitesideHAandoptimization.MicrosoftSCCMHighAvailabilityandPerformanceTuningisforITprofessionalsandconsultantsworkingwithConfigurationManagerwhowishtolearntheskillstodeployaredundantandscalablesolution.

·2.8萬字

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Kibana 7 Quick Start Guide

TheElasticStackisgrowingrapidlyand,daybyday,additionaltoolsarebeingaddedtomakeitmoreeffective.ThisbookendeavorstoexplainalltheimportantaspectsofKibana,whichisessentialforutilizingitsfullpotential.ThisbookcoversthecoreconceptsofKibana,withchapterssetoutinacoherentmannersothatreaderscanadvancetheirlearninginastep-by-stepmanner.Thefocusisonapracticalapproach,therebyenablingthereadertoapplythoseexamplesinrealtimeforabetterunderstandingoftheconceptsandtoprovidethemwiththecorrectskillsinrelationtothetool.Withitssuccinctexplanations,itisquiteeasyforareadertousethisbookasareferenceguideforlearningbasictoadvancedimplementationsofKibana.Thepracticalexamples,suchasthecreationofKibanadashboardsfromCSVdata,applicationRDBMSdata,systemmetricsdata,logfiledata,APMagents,andsearchresults,canprovidereaderswithanumberofdifferentdrop-offpointsfromwheretheycanfetchanytypeofdataintoKibanaforthepurposeofanalysisordashboarding.

·3.2萬字

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Hands-On Artificial Intelligence for IoT

Therearemanyapplicationsthatusedatascienceandanalyticstogaininsightsfromterabytesofdata.Theseapps,however,donotaddressthechallengeofcontinuallydiscoveringpatternsforIoTdata.InHands-OnArtificialIntelligenceforIoT,wecovervariousaspectsofartificialintelligence(AI)anditsimplementationtomakeyourIoTsolutionssmarter.ThisbookstartsbycoveringtheprocessofgatheringandpreprocessingIoTdatagatheredfromdistributedsources.YouwilllearndifferentAItechniquessuchasmachinelearning,deeplearning,reinforcementlearning,andnaturallanguageprocessingtobuildsmartIoTsystems.YouwillalsoleveragethepowerofAItohandlereal-timedatacomingfromwearabledevices.Asyouprogressthroughthebook,techniquesforbuildingmodelsthatworkwithdifferentkindsofdatageneratedandconsumedbyIoTdevicessuchastimeseries,images,andaudiowillbecovered.UsefulcasestudiesonfourmajorapplicationareasofIoTsolutionsareakeyfocalpointofthisbook.Intheconcludingchapters,youwillleveragethepowerofwidelyusedPythonlibraries,TensorFlowandKeras,tobuilddifferentkindsofsmartAImodels.Bytheendofthisbook,youwillbeabletobuildsmartAI-poweredIoTappswithconfidence.

·7.5萬字

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Hands-On Cloud Solutions with Azure

Azureprovidescloud-basedsolutionstosupportyourbusinessdemands.BuildingandrunningsolutionsonAzurewillhelpyourbusinessmaximizethereturnoninvestmentandminimizethetotalcostofownership.Hands-OnCloudSolutionswithAzurefocusesonaddressingthearchitecturaldecisionsthatusuallyarisewhenyoudesignormigrateasolutiontoMicrosoftAzure.YouwillstartbydesigningthebuildingblocksofinfrastructuresolutiononAzure,suchasAzurecompute,storage,andnetworking,followedbyexploringthedatabaseoptionsitoffers.YouwillgettogripswithdesigningscalablewebandmobilesolutionsandunderstandwheretohostyourActiveDirectoryandIdentitySolution.Movingon,you’lllearnhowtoextendDevOpstoAzure.YouwillalsobeneftfromsomeexcitingservicesthatenableextremelysmoothoperationsandstreamlinedDevOpsbetweenon-premisesandcloud.Thebookwillhelpyoutodesignasecureenvironmentforyoursolution,onboththeCloudandhybrid.Towardtheend,you’llseehowtomanageandmonitorcloudandhybridsolutions.Bytheendofthisbook,youwillbearmedwithallthetoolsandknowledgeyouneedtoproperlyplananddesignyoursolutionsonAzure,whetherit’sforabrandnewprojectormigrationproject.

·3.4萬字

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Architecting Cloud Computing Solutions

IfyouareanITAdministrator,CloudArchitect,oraSolutionArchitectkeentobenefitfromcloudadoptionforyourorganization,thenthisbookisforyou.Smallbusinessowners,managers,orconsultantswillalsofindthisbookuseful.NopriorknowledgeofCloudcomputingisneeded.

·7.4萬字

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Mobile DevOps

IfyouareaprogrammeranddeveloperwhowantstoincreasetheefficiencyandscalabilityofyourmobileapplicationwiththeimplementationofDevOps,thenthisbookisforyou.Youneedbasicexperienceoftheapplicationprocessdevelopment.

·3.4萬字

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Bash Quick Start Guide

BashandshellscriptprogrammingiscentraltousingLinux,butithasmanypeculiarpropertiesthatarehardtounderstandandunfamiliartomanyprogrammers,withalotofmisleadingandevenriskyinformationonline.BashQuickStartGuidetacklestheseproblemsheadon,andshowsyouthebestpracticesofshellscriptprogramming.ThisbookteacheseffectiveshellscriptprogrammingwithBash,andisidealforpeoplewhomayhaveuseditscommandlinebutneverreallylearneditindepth.Thisbookwillshowyouhowevensimpleprogrammingconstructsintheshellcanspeedupandautomateanykindofdailycommand-linework.Forpeoplewhoneedtousethecommandlineregularlyintheirdailywork,thisbookprovidespracticaladviceforusingthecommand-lineshellbeyondmerelytypingorcopy-pastingcommandsintotheshell.Readerswilllearntechniquessuitableforautomatingprocessesandcontrollingprocesses,onbothserversandworkstations,whetherforsinglecommandlinesorlongandcomplexscripts.Thebookevenincludesinformationonconfiguringyourownshellenvironmenttosuityourworkflow,andprovidesarunningstartforinterpretingBashscriptswrittenbyothers.

·4.4萬字

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Effective Business Intelligence with QuickSight

PowerShell Core for Linux Administrators Cookbook

Practical Computer Vision

Ensemble Machine Learning Cookbook

Practical Data Analysis

Learning Apache Spark 2

Visualforce Development Cookbook（Second Edition）

R Machine Learning Projects

Machine Learning with Scala Quick Start Guide

Hands-On Automated Machine Learning

INSTANT VMware vCloud Starter

Learn Ansible

Machine Learning with R

Microsoft System Center Confi guration Manager

Kibana 7 Quick Start Guide

Hands-On Artificial Intelligence for IoT

Hands-On Cloud Solutions with Azure

Architecting Cloud Computing Solutions

Mobile DevOps

Bash Quick Start Guide