旧的财神到怎么处理

IfyouareanexperiencedConfigurationManageradministratorlookingtoadvanceyourcareerorgetmorefromyourcurrentenvironment,thenthisbookisidealforyou.PriorexperienceofdeployingandmanagingaConfigurationManagersitewouldbehelpfulinfollowingtheexamplesthroughoutthisbook.

·6.3萬字

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Machine Learning with Apache Spark Quick Start Guide

Everypersonandeveryorganizationintheworldmanagesdata,whethertheyrealizeitornot.Dataisusedtodescribetheworldaroundusandcanbeusedforalmostanypurpose,fromanalyzingconsumerhabitstofightingdiseaseandseriousorganizedcrime.Ultimately,wemanagedatainordertoderivevaluefromit,andmanyorganizationsaroundtheworldhavetraditionallyinvestedintechnologytohelpprocesstheirdatafasterandmoreefficiently.Butwenowliveinaninterconnectedworlddrivenbymassdatacreationandconsumptionwheredataisnolongerrowsandcolumnsrestrictedtoaspreadsheet,butanorganicandevolvingassetinitsownright.Withthisrealizationcomesmajorchallengesfororganizations:howdowemanagethesheersizeofdatabeingcreatedeverysecond(thinknotonlyspreadsheetsanddatabases,butalsosocialmediaposts,images,videos,music,blogsandsoon)?Andoncewecanmanageallofthisdata,howdowederiverealvaluefromit?ThefocusofMachineLearningwithApacheSparkistohelpusanswerthesequestionsinahands-onmanner.Weintroducethelatestscalabletechnologiestohelpusmanageandprocessbigdata.Wethenintroduceadvancedanalyticalalgorithmsappliedtoreal-worldusecasesinordertouncoverpatterns,deriveactionableinsights,andlearnfromthisbigdata.

·5.2萬字

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AWS Administration Cookbook

Ifyouareanadministrator,DevOpsengineer,oranITprofessionalwhoismovingtoanAWS-basedcloudenvironment,thenthisbookisforyou.Itassumesfamiliaritywithcloudcomputingplatforms,andthatyouhavesomeunderstandingofvirtualization,networking,andotheradministration-relatedtasks.

·5.4萬字

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Mastering DynamoDB

IfyouhaveinterestinDynamoDBandwanttoknowwhatDynamoDBisallaboutandbecomeproficientinusingit,thisisthebookforyou.IfyouareanintermediateuserwhowishestoenhanceyourknowledgeofDynamoDB,thisbookisaimedatyou.Basicfamiliaritywithprogramming,NoSQL,andcloudcomputingconceptswouldbehelpful.

·5萬字

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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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Teradata Cookbook

ThisbookisforDatabaseadministrator'sandTeradatauserswhoarelookingforapractical,one-stopresourcetosolvealltheirproblemswhilehandlingtheirTeradatasolution.IfyouarelookingtolearnthebasicaswellastheadvancedtasksinvolvedinTeradataqueryingoradministration,thisbookwillbehandy.Someknowledgeofrelationaldatabaseconceptswillbehelpfultogetthebestoutofthisbook.

·6.7萬字

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Mastering Docker Enterprise

Whileknownmostlyastheopensourceenginebehindtensofmillionsofservernodes,DockeralsoofferscommerciallysupportedenterprisetoolingknownastheDockerEnterprise.ThisplatformleveragesthedeeprootsfromDockerEngine-Community(formerlyDockerCE)andKubernetes,butaddssupportandtoolingtoefficientlyoperateasecurecontainerplatformatscale.Withhundredsofenterprisesonboard,bestpracticesandadoptionpatternsareemergingrapidly.Theselearningpointscanbeusedtoinformadoptersandhelpmanagetheenterprisetransformationassociatedwithenterprisecontaineradoption.ThisbookstartsbyexplainingthecaseforDockerEnterprise,aswellasitsstructureandreferencearchitecture.Fromthere,weprogressthroughthePoC,pilotandproductionstagesasaworkingmodelforadoption,evolvingtheplatform’sdesignandconfigurationforeachstageandusingdetailedapplicationexamplesalongthewaytoclarifyanddemonstrateimportantconcepts.ThebookconcludeswithDocker’simpactonotheremergingsoftwaretechnologies,suchasBlockchainandServerlesscomputing.Bytheendofthisbook,you’llhaveabetterunderstandingofwhatittakestogetyourenterpriseupandrunningwithDockerEnterpriseandbeyond.

·10.9萬字

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Hands-On Artificial Intelligence on Amazon Web Services

Fromdatawranglingthroughtotranslatingtext,youcanaccomplishthisandmorewiththeartificialintelligenceandmachinelearningservicesavailableonAWS.Withthisbook,you’llworkthroughhands-onexercisesandlearntousetheseservicestosolvereal-worldproblems.You’llevendesign,develop,monitor,andmaintainmachineanddeeplearningmodelsonAWS.ThebookstartswithanintroductiontoAIanditsapplicationsindifferentindustries,alongwithanoverviewofAWSartificialintelligenceandmachinelearningservices.You’llthengettogripswithdetectingandtranslatingtextwithAmazonRekognitionandAmazonTranslate.Thebookwillassistyouinperformingspeech-to-textwithAmazonTranscribeandAmazonPolly.Later,you’lldiscovertheuseofAmazonComprehendforextractinginformationfromtext,andAmazonLexforbuildingvoicechatbots.YouwillalsounderstandthekeycapabilitiesofAmazonSageMakersuchaswranglingbigdata,discoveringtopicsintextcollections,andclassifyingimages.Finally,you’llcoversalesforecastingwithdeeplearningandautoregression,beforeexploringtheimportanceofafeedbackloopinmachinelearning.Bytheendofthisbook,youwillhavetheskillsyouneedtoimplementAIinAWSthroughhands-onexercisesthatcoverallaspectsoftheMLmodellifecycle.

·8.2萬字

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WordPress for Education

WordPressforEducationisfullofscreenshots,practicalexamples,step-by-stepinstructions,andbestpracticesforusingWordPressinaneducationalsetting.WordPressforEducationiswrittenforeducatorsandeducationpersonnelinterestedinimplementingWordPressinaclassroomsetting.YouarenotrequiredtohavepreviousexperienceofWordPressoranyothercontentmanagementsystem.

·2.2萬字

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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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R Graph Essentials

ThisbookistargetedatRprogrammerswhowanttolearnthegraphingcapabilitiesofR.ThisbookwillpresumethatyouhaveworkingknowledgeofR.

·2.4萬字

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Mastering Kibana 6.x

KibanaisoneofthepopulartoolsamongdataenthusiastsforslicinganddicinglargedatasetsanduncoveringBusinessIntelligence(BI)withthehelpofitsrichandpowerfulvisualizations.Tobeginwith,MasteringKibana6.xquicklyintroducesyoutothefeaturesofKibana6.x,beforeteachingyouhowtocreatesmartdashboardsinnotime.Youwillexploremetricanalyticsandgraphexploration,followedbyunderstandinghowtoquicklycustomizeKibanadashboards.Inadditiontothis,youwilllearnadvancedanalyticssuchasmaps,hits,andlistanalytics.Allthiswillhelpyouenhanceyourskillsinrunningandcomparingmultiplequeriesandfilters,influencingyourdatavisualizationskillsatscale.WithKibana’sTimelionfeature,youcananalyzetimeseriesdatawithhistogramsandstatsanalytics.Bytheendofthisbook,youwillhavecreatedaspeedymachinelearningjobusingX-Packcapabilities.

·5.7萬字

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Learning Social Media Analytics with R

ItistargetedatITprofessionals,DataScientists,Analysts,Developers,MachineLearningEnthusiasts,socialmediamarketersandanyonewithakeeninterestindata,analytics,andgeneratinginsightsfromsocialdata.SomebackgroundexperienceinRwouldbehelpful,butnotnecessary,sincethisbookiswrittenkeepinginmind,thatreaderscanhavevaryinglevelsofexpertise.

·6.7萬字

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Hands-On Deep Learning Architectures with Python

Deeplearningarchitecturesarecomposedofmultilevelnonlinearoperationsthatrepresenthigh-levelabstractions;thisallowsyoutolearnusefulfeaturerepresentationsfromthedata.Thisbookwillhelpyoulearnandimplementdeeplearningarchitecturestoresolvevariousdeeplearningresearchproblems.Hands-OnDeepLearningArchitectureswithPythonexplainstheessentiallearningalgorithmsusedfordeepandshallowarchitectures.Packedwithpracticalimplementationsandideastohelpyoubuildefficientartificialintelligencesystems(AI),thisbookwillhelpyoulearnhowneuralnetworksplayamajorroleinbuildingdeeparchitectures.Youwillunderstandvariousdeeplearningarchitectures(suchasAlexNet,VGGNet,GoogleNet)witheasy-to-followcodeanddiagrams.Inadditiontothis,thebookwillalsoguideyouinbuildingandtrainingvariousdeeparchitecturessuchastheBoltzmannmechanism,autoencoders,convolutionalneuralnetworks(CNNs),recurrentneuralnetworks(RNNs),naturallanguageprocessing(NLP),GAN,andmore—allwithpracticalimplementations.Bytheendofthisbook,youwillbeabletoconstructdeepmodelsusingpopularframeworksanddatasetswiththerequireddesignpatternsforeacharchitecture.Youwillbereadytoexplorethepotentialofdeeparchitecturesintoday'sworld.

·6.2萬字

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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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Deep Learning Essentials

Aspiringdatascientistsandmachinelearningexpertswhohavelimitedornoexposuretodeeplearningwillfindthisbooktobeveryuseful.Ifyouarelookingforaresourcethatgetsyouupandrunningwiththefundamentalsofdeeplearningandneuralnetworks,thisbookisforyou.AsthemodelsinthebookaretrainedusingthepopularPython-basedlibrariessuchasTensorflowandKeras,itwouldbeusefultohavesoundprogrammingknowledgeofPython.

·6萬字

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Chef：Powerful Infrastructure Automation

Ifyouareasystemadministrator,Linuxadministrator,aclouddeveloper,orsomeonewhojustwantstolearnandapplyChefautomationtoyourexistingornewinfrastructure,thenthislearningpathwillshowyouallyouneedtoknow.Inordertogetthemostoutofthislearningpath,someexperienceofprogrammingorscriptinglanguageswouldbeuseful.

·16.6萬字

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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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Microsoft System Center Confi guration Manager

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

·2.8萬字

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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 Configuration Manager Advanced Deployment