2024年请财神吉日

MachinelearningprofessionalsanddatascientistslookingtomasterdeeplearningbyimplementingpracticalprojectsinRwillfindthisbookausefulresource.AknowledgeofRprogrammingandthebasicconceptsofdeeplearningisrequiredtogetthebestoutofthisbook.

·3.6萬字

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Extending SaltStack

ThisbookisforbothnewandexistingSaltdeveloperswhoarelookingtobuildandwritenewSaltmodules.SomepriorPythondevelopmentexperienceisexpected.

·4.9萬字

會員

Hands/On Kubernetes on Azure

Kick-startyourDevOpscareerbylearninghowtoeffectivelydeployKubernetesonAzureinaneasy,comprehensive,andfunwaywithhands-oncodingtasksKeyFeatures*UnderstandthefundamentalsofDockerandKubernetes*LearntoimplementmicroservicesarchitectureusingtheKubernetesplatform*DiscoverhowyoucanscaleyourapplicationworkloadsinAzureKubernetesService(AKS)BookDescriptionFrommanagingversioningefficientlytoimprovingsecurityandportability,technologiessuchasKubernetesandDockerhavegreatlyhelpedclouddeploymentsandapplicationdevelopment.StartingwithanintroductiontoDocker,Kubernetes,andAzureKubernetesService(AKS),thisbookwillguideyouthroughdeployinganAKSclusterindifferentways.You’llthenexploretheAzureportalbydeployingasampleguestbookapplicationonAKSandinstallingcomplexKubernetesappsusingHelm.Withthehelpofreal-worldexamples,you'llalsogettogripswithscalingyourapplicationandcluster.Asyouadvance,you'llunderstandhowtoovercomecommonchallengesinAKSandsecureyourapplicationwithHTTPSandAzureAD(ActiveDirectory).Finally,you’llexploreserverlessfunctionssuchasHTTPtriggeredAzurefunctionsandqueuetriggeredfunctions.BytheendofthisKubernetesbook,you’llbewell-versedwiththefundamentalsofAzureKubernetesServiceandbeabletodeploycontainerizedworkloadsonMicrosoftAzurewithminimalmanagementoverhead.Whatyouwilllearn*Plan,configure,andruncontainerizedapplicationsinproduction*UseDockertobuildappsincontainersanddeploythemonKubernetes*ImprovetheconfigurationanddeploymentofappsontheAzureCloud*StoreyourcontainerimagessecurelywithAzureContainerRegistry*InstallcomplexKubernetesapplicationsusingHelm*IntegrateKuberneteswithmultipleAzurePaaSservices,suchasdatabases,EventHubsandFunctions.WhothisbookisforThisbookisforaspiringDevOpsprofessionals,systemadministrators,developers,andsitereliabilityengineerslookingtounderstandtestanddeploymentprocessesandimprovetheirefficiency.Ifyou’renewtoworkingwithcontainersandorchestration,you’llfindthisbookuseful.

·6.5萬字

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Cloud Security Automation

ThisbookistargetedatDevOpsEngineers,Securityprofessionals,oranystakeholdersresponsibleforsecuringcloudworkloads.PriorexperiencewithAWSorOpenStackwillbeanadvantage.

·6萬字

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Practical Network Automation

NetworkautomationistheuseofITcontrolstosuperviseandcarryouteverydaynetworkmanagementfunctions.Itplaysakeyroleinnetworkvirtualizationtechnologiesandnetworkfunctions.Thebookstartsbyprovidinganintroductiontonetworkautomation,anditsapplications,whichincludeintegratingDevOpstoolstoautomatethenetworkefficiently.Itthenguidesyouthroughdifferentnetworkautomationtasksandcoversvariousdatadiggingandperformingtaskssuchasensuringgoldenstateconfigurationsusingtemplates,interfaceparsing.ThisbookalsofocusesonIntelligentOperationsusingArtificialIntelligenceandtroubleshootingusingchatbotsandvoicecommands.ThebookthenmovesontotheuseofPythonandthemanagementofSSHkeysformachine-to-machine(M2M)communication,allfollowedbypracticalusecases.ThebookalsocoverstheimportanceofAnsiblefornetworkautomation,includingbestpracticesinautomation;waystotestautomatednetworksusingtoolssuchasPuppet,SaltStack,andChef;andotherimportanttechniques.Throughpracticaluse-casesandexamples,thisbookwillacquaintyouwiththevariousaspectsofnetworkautomation.Itwillgiveyouthesolidfoundationyouneedtoautomateyourownnetworkwithoutanyhassle.

·3.5萬字

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Raspberry Pi Zero Cookbook

ThisbookisforprogrammersandhobbyistswhoareeagertodivedeepintotheRaspberryPiZero.IfyouhavebasicorzeroknowledgeoftheRaspberryPiZero,orifyoulookingforexamplesofwaystoutilizetheRaspberryPi’sGPIOinterface,thenthisbookisidealforyou.BasicknowledgeofPythonwillbebeneficial,andexperiencewithcircuitryandelectronicswillbeneededforthelaterchaptersinthebook.

·6.8萬字

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Mastering Machine Learning with R

GiventhegrowingpopularityoftheR-zerocoststatisticalprogrammingenvironment,therehasneverbeenabettertimetostartapplyingMLtoyourdata.ThisbookwillteachyouadvancedtechniquesinML,using?thelatestcodeinR3.5.Youwilldelveintovariouscomplexfeaturesofsupervisedlearning,unsupervisedlearning,andreinforcementlearningalgorithmstodesignefficientandpowerfulMLmodels.Thisnewlyupdatededitionispackedwithfreshexamplescoveringarangeoftasksfromdifferentdomains.MasteringMachineLearningwithRstartsbyshowingyouhowtoquicklymanipulatedataandprepareitforanalysis.Youwillexploresimpleandcomplexmodelsandunderstandhowtocomparethem.You’llalsolearntousethelatestlibrarysupport,suchasTensorFlowandKeras-R,forperformingadvancedcomputations.Additionally,you’llexplorecomplextopics,suchasnaturallanguageprocessing(NLP),timeseriesanalysis,andclustering,whichwillfurtherrefineyourskillsindevelopingapplications.EachchapterwillhelpyouimplementadvancedMLalgorithmsusingreal-worldexamples.You’llevenbeintroducedtoreinforcementlearning,alongwithitsvarioususecasesandmodels.Intheconcludingchapters,you’llgetaglimpseintohowsomeoftheseblackboxmodelscanbediagnosedandunderstood.Bytheendofthisbook,you’llbeequippedwiththeskillstodeployMLtechniquesinyourownprojectsoratwork.

·6.5萬字

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Machine Learning with R

WrittenasatutorialtoexploreandunderstandthepowerofRformachinelearning.Thispracticalguidethatcoversalloftheneedtoknowtopicsinaverysystematicway.Foreachmachinelearningapproach,eachstepintheprocessisdetailed,frompreparingthedataforanalysistoevaluatingtheresults.Thesestepswillbuildtheknowledgeyouneedtoapplythemtoyourowndatasciencetasks.IntendedforthosewhowanttolearnhowtouseR'smachinelearningcapabilitiesandgaininsightfromyourdata.Perhapsyoualreadyknowabitaboutmachinelearning,buthaveneverusedR;orperhapsyouknowalittleRbutarenewtomachinelearning.Ineithercase,thisbookwillgetyouupandrunningquickly.Itwouldbehelpfultohaveabitoffamiliaritywithbasicprogrammingconcepts,butnopriorexperienceisrequired.

·9.8萬字

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Scala Machine Learning Projects

IfyouwanttoleveragethepowerofbothScalaandSparktomakesenseofBigData,thenthisbookisforyou.IfyouarewellversedwithmachinelearningconceptsandwantstoexpandyourknowledgebydelvingintothepracticalimplementationusingthepowerofScala,thenthisbookiswhatyouneed!StrongunderstandingofScalaProgramminglanguageisrecommended.BasicfamiliaritywithmachineLearningtechniqueswillbemorehelpful.

·8.4萬字

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Robust Cloud Integration with Azure

ThisbookisforMicrosoftEnterprisedevelopers,DevOps,andITprofessionalswhowouldliketouseAzureAppServiceandMicrosoftCloudIntegrationtechnologiestocreatecloud-basedwebandmobileapps.

·8.5萬字

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Multimedia Programming with Pure Data

Aquickandcomprehensivetutorialbookformediadesignerstojump-startinteractivemultimediaproductionwithcomputergraphics,digitalaudio,digitalvideo,andinteractivity,usingthePureDatagraphicalprogrammingenvironment.Anintroductorybookonmultimediaprogrammingformediaartists/designerswholiketoworkoninteractivityintheirprojects,digitalart/designstudentswholiketolearnthefirstmultimediaprogrammingtechnique,andaudio-visualperformerswholiketocustomizetheirperformancesets

·4.8萬字

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Installation，Storage，and Compute with Windows Server 2016：Microsoft 70-740 MCSA Exam Guide

MCSA:WindowsServer2016certificationisoneofthemostsought-aftercertificationsforITprofessionals,whichincludesworkingwithWindowsServerandperformingadministrativetasksaroundit.Thisbookisaimedatthe70-740certificationandispartofPackt'sthree-bookseriesonMCSAWindowsServer2016certification,whichcoversExam70-740,Exam70-741,andExam70-742.Thisbookwillcoverexamobjectivesforthe70-740exam,andstartingfrominstallingandconfiguringWindowsServer2016,WindowsServerimaginganddeploymenttoconfiguringandmanagingdisksandvolumes,implementingandconfiguringserverstorageandimplementingHyper-V.Attheendofeachchapteryouwillbeprovidedtestquestionstoreviseyourlearningswhichwillboostyourconfidenceinpreparingfortheactualcertifications.Bytheendofthisbook,youwilllearneverythingneededtopassthe,MCSAExam70-740:Installation,Storage,andComputewithWindowsServer2016,certification.

·5.2萬字

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Building Smart Drones with ESP8266 and Arduino

IfyouareaprogrammeroraDIYenthusiastandkeentocreateafullyfunctionaldronewithArduinoandESP8266,thenthisbookisforyou.Basicskillsinelectronicsandprogrammingwouldbebeneficial.Thisbookisnotforthebeginnersasitincludeslotsofideasnotdetailedhowyoucandothat.Ifyouareabeginner,thenyoumightgetlosthere.TheprerequisitesofthebookincludeagoodknowledgeofArduino,electronics,programminginCorC++andlotsofinterestincreatingthingsoutofnothing.

·2.9萬字

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Hands-On Data Analysis with Scala

Efficientbusinessdecisionswithanaccuratesenseofbusinessdatahelpsindeliveringbetterperformanceacrossproductsandservices.ThisbookhelpsyoutoleveragethepopularScalalibrariesandtoolsforperformingcoredataanalysistaskswithease.Thebookbeginswithaquickoverviewofthebuildingblocksofastandarddataanalysisprocess.YouwilllearntoperformbasictaskslikeExtraction,Staging,Validation,Cleaning,andShapingofdatasets.Youwilllaterdeepdiveintothedataexplorationandvisualizationareasofthedataanalysislifecycle.YouwillmakeuseofpopularScalalibrarieslikeSaddle,Breeze,Vegas,andPredictionIOforprocessingyourdatasets.Youwilllearnstatisticalmethodsforderivingmeaningfulinsightsfromdata.YouwillalsolearntocreateapplicationsforApacheSpark2.xoncomplexdataanalysis,inreal-time.Youwilldiscovertraditionalmachinelearningtechniquesfordoingdataanalysis.Furthermore,youwillalsobeintroducedtoneuralnetworksanddeeplearningfromadataanalysisstandpoint.Bytheendofthisbook,youwillbecapableofhandlinglargesetsofstructuredandunstructureddata,performexploratoryanalysis,andbuildingefficientScalaapplicationsfordiscoveringanddeliveringinsights

·5.9萬字

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Learning VMware App Volumes

ThisbookisforadministratorsandITteamswhowouldliketotakefulladvantageofAppVolumestodealwithapplicationworkloads.ItwillalsobeusefulforvirtualizationprofessionalsandteamswhoareworkingonVDIdeploymentsandVMwareendusercomputingsolutions.

·6.5萬字

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SolarWinds Server & Application Monitor：Deployment and Administration

AconciseandpracticalguidetousingSolarWindsServerApplicationMonitor.IfyouareanITprofessionalsrangingfromanentry-leveltechniciantoamoreadvancednetworkorsystemadministratorwhoisnewtonetworkmonitoringservicesand/orSolarWindsSAM,thisbookisidealforyou.

·2.2萬字

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SolarWinds Orion Network Performance Monitor

ThisbookiswritteninafriendlymannerwrittenbyanexpertwithnumerousyearsofpracticalexperienceutilizingSolarWindsOrionNPMasanetworkmonitoringsolution.Thisbookisforsystemsadministrators,systemanalysts,andsystemsengineerswhoaretaskedwithinstallingandimplementinganetworkperformancemonitor.Knowledgeofbasicnetworkconceptsisrequired.

·6萬字

會員

SAS for Finance

FinancialdataanalystsanddatascientistswhowanttouseSAStoprocessandanalyzefinancialdataandfindhiddenpatternsandtrendsfromitwillfindthisbookuseful.PriorexposuretoSASwillbehelpfulbutisnotmandatory.Somebasicunderstandingofthefinancialconceptsisrequired.

·5.5萬字

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Appcelerator Titanium Smartphone App Development Cookbook（Second Edition）

ThisbookisanessentialforanydeveloperlearningorusingJavaScriptwhowantstowritenativeUIapplicationsforiOSandAndroid.NoknowledgeofObjective-C,SwiftandJavaisrequiredandyou’llquicklybedevelopingnative,cross-platformapps,inJavaScript!

·7.2萬字

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Apache Spark Deep Learning Cookbook

Withdeeplearninggainingrapidmainstreamadoptioninmodern-dayindustries,organizationsarelookingforwaystounitepopularbigdatatoolswithhighlyefficientdeeplearninglibraries.Asaresult,thiswillhelpdeeplearningmodelstrainwithhigherefficiencyandspeed.WiththehelpoftheApacheSparkDeepLearningCookbook,you’llworkthroughspecificrecipestogenerateoutcomesfordeeplearningalgorithms,withoutgettingboggeddownintheory.FromsettingupApacheSparkfordeeplearningtoimplementingtypesofneuralnet,thisbooktacklesbothcommonandnotsocommonproblemstoperformdeeplearningonadistributedenvironment.Inadditiontothis,you’llgetaccesstodeeplearningcodewithinSparkthatcanbereusedtoanswersimilarproblemsortweakedtoanswerslightlydifferentproblems.YouwillalsolearnhowtostreamandclusteryourdatawithSpark.Onceyouhavegottogripswiththebasics,you’llexplorehowtoimplementanddeploydeeplearningmodels,suchasConvolutionalNeuralNetworks(CNN)andRecurrentNeuralNetworks(RNN)inSpark,usingpopularlibrariessuchasTensorFlowandKeras.Bytheendofthebook,you'llhavetheexpertisetotrainanddeployefficientdeeplearningmodelsonApacheSpark.

·6.3萬字

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R Deep Learning Projects

Extending SaltStack

Hands/On Kubernetes on Azure

Cloud Security Automation

Practical Network Automation

Raspberry Pi Zero Cookbook

Mastering Machine Learning with R

Machine Learning with R

Scala Machine Learning Projects

Robust Cloud Integration with Azure

Multimedia Programming with Pure Data

Installation，Storage，and Compute with Windows Server 2016：Microsoft 70-740 MCSA Exam Guide

Building Smart Drones with ESP8266 and Arduino

Hands-On Data Analysis with Scala

Learning VMware App Volumes

SolarWinds Server & Application Monitor：Deployment and Administration

SolarWinds Orion Network Performance Monitor

SAS for Finance

Appcelerator Titanium Smartphone App Development Cookbook（Second Edition）

Apache Spark Deep Learning Cookbook