pg象财神攻略

ThisbookisforITprofessionalsandWindowsadministratorswhowouldliketogainintensive,hands-onknowledgeandskillsonPowerShellwithoutspendinghoursandhoursinlearning.IfyouhavebeenstrugglingtofindthetimetogainproficiencyandconfidencewithPowerShellandeverydayscriptingtasks

·5.5萬字

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Data Science for Marketing Analytics

DataScienceforMarketingAnalyticscoverseverystageofdataanalytics,fromworkingwitharawdatasettosegmentingapopulationandmodelingdifferentpartsofthepopulationbasedonthesegments.ThebookstartsbyteachingyouhowtousePythonlibraries,suchaspandasandMatplotlib,toreaddatafromPython,manipulateit,andcreateplots,usingbothcategoricalandcontinuousvariables.Then,you'lllearnhowtosegmentapopulationintogroupsandusedifferentclusteringtechniquestoevaluatecustomersegmentation.Asyoumakeyourwaythroughthechapters,you'llexplorewaystoevaluateandselectthebestsegmentationapproach,andgoontocreatealinearregressionmodeloncustomervaluedatatopredictlifetimevalue.Intheconcludingchapters,you'llgainanunderstandingofregressiontechniquesandtoolsforevaluatingregressionmodels,andexplorewaystopredictcustomerchoiceusingclassificationalgorithms.Finally,you'llapplythesetechniquestocreateachurnmodelformodelingcustomerproductchoices.Bytheendofthisbook,youwillbeabletobuildyourownmarketingreportingandinteractivedashboardsolutions.

·6.3萬字

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DevOps Bootcamp

ThebookisaimedatITDevelopersandOperations—administratorswhowanttoquicklylearnandimplementtheDevOpscultureintheirorganization.

·2.8萬字

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Natural Language Processing Fundamentals

IfNLPhasn'tbeenyourforte,NaturalLanguageProcessingFundamentalswillmakesureyousetofftoasteadystart.ThiscomprehensiveguidewillshowyouhowtoeffectivelyusePythonlibrariesandNLPconceptstosolvevariousproblems.You'llbeintroducedtonaturallanguageprocessinganditsapplicationsthroughexamplesandexercises.Thiswillbefollowedbyanintroductiontotheinitialstagesofsolvingaproblem,whichincludesproblemdefinition,gettingtextdata,andpreparingitformodeling.Withexposuretoconceptslikeadvancednaturallanguageprocessingalgorithmsandvisualizationtechniques,you'lllearnhowtocreateapplicationsthatcanextractinformationfromunstructureddataandpresentitasimpactfulvisuals.AlthoughyouwillcontinuetolearnNLP-basedtechniques,thefocuswillgraduallyshifttodevelopingusefulapplications.Inthesesections,you'llunderstandhowtoapplyNLPtechniquestoanswerquestionsascanbeusedinchatbots.Bytheendofthisbook,you'llbeabletoaccomplishavariedrangeofassignmentsrangingfromidentifyingthemostsuitabletypeofNLPtaskforsolvingaproblemtousingatoollikespacyorgensimforperformingsentimentanalysis.Thebookwilleasilyequipyouwiththeknowledgeyouneedtobuildapplicationsthatinterprethumanlanguage.

·5.5萬字

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Machine Learning Quick Reference

Machinelearningmakesitpossibletolearnabouttheunknownsandgainhiddeninsightsintoyourdatasetsbymasteringmanytoolsandtechniques.Thisbookguidesyoutodojustthatinaverycompactmanner.Aftergivingaquickoverviewofwhatmachinelearningisallabout,MachineLearningQuickReferencejumpsrightintoitscorealgorithmsanddemonstrateshowtheycanbeappliedtoreal-worldscenarios.Frommodelevaluationtooptimizingtheirperformance,thisbookwillintroduceyoutothebestpracticesinmachinelearning.Furthermore,youwillalsolookatthemoreadvancedaspectssuchastrainingneuralnetworksandworkwithdifferentkindsofdata,suchastext,time-series,andsequentialdata.Advancedmethodsandtechniquessuchascausalinference,deepGaussianprocesses,andmorearealsocovered.Bytheendofthisbook,youwillbeabletotrainfast,accuratemachinelearningmodelsatyourfingertips,whichyoucaneasilyuseasapointofreference.

·4.7萬字

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Supervised Machine Learning with Python

Supervisedmachinelearningisusedinawiderangeofsectors(suchasfinance,onlineadvertising,andanalytics)becauseitallowsyoutotrainyoursystemtomakepricingpredictions,campaignadjustments,customerrecommendations,andmuchmorewhilethesystemself-adjustsandmakesdecisionsonitsown.Asaresult,it'scrucialtoknowhowamachine"learns"underthehood.Thisbookwillguideyouthroughtheimplementationandnuancesofmanypopularsupervisedmachinelearningalgorithmswhilefacilitatingadeepunderstandingalongtheway.You’llembarkonthisjourneywithaquickoverviewandseehowsupervisedmachinelearningdiffersfromunsupervisedlearning.Next,weexploreparametricmodelssuchaslinearandlogisticregression,non-parametricmethodssuchasdecisiontrees,andvariousclusteringtechniquestofacilitatedecision-makingandpredictions.Asweproceed,you'llworkhands-onwithrecommendersystems,whicharewidelyusedbyonlinecompaniestoincreaseuserinteractionandenrichshoppingpotential.Finally,you’llwrapupwithabriefforayintoneuralnetworksandtransferlearning.Bytheendofthisbook,you’llbeequippedwithhands-ontechniquesandwillhavegainedthepracticalknow-howyouneedtoquicklyandpowerfullyapplyalgorithmstonewproblems.

·3.7萬字

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Hands-On Generative Adversarial Networks with Keras

GenerativeAdversarialNetworks(GANs)haverevolutionizedthefieldsofmachinelearninganddeeplearning.ThisbookwillbeyourfirststeptowardsunderstandingGANarchitecturesandtacklingthechallengesinvolvedintrainingthem.Thisbookopenswithanintroductiontodeeplearningandgenerativemodels,andtheirapplicationsinartificialintelligence(AI).Youwillthenlearnhowtobuild,evaluate,andimproveyourfirstGANwiththehelpofeasy-to-followexamples.ThenextfewchapterswillguideyouthroughtrainingaGANmodeltoproduceandimprovehigh-resolutionimages.YouwillalsolearnhowtoimplementconditionalGANsthatgiveyoutheabilitytocontrolcharacteristicsofGANoutputs.YouwillbuildonyourknowledgefurtherbyexploringanewtrainingmethodologyforprogressivegrowingofGANs.Movingon,you'llgaininsightsintostate-of-the-artmodelsinimagesynthesis,speechenhancement,andnaturallanguagegenerationusingGANs.Inadditiontothis,you'llbeabletoidentifyGANsampleswithTequilaGAN.Bytheendofthisbook,youwillbewell-versedwiththelatestadvancementsintheGANframeworkusingvariousexamplesanddatasets,andyouwillhavetheskillsyouneedtoimplementGANarchitecturesforseveraltasksanddomains,includingcomputervision,naturallanguageprocessing(NLP),andaudioprocessing.ForewordbyTing-ChunWang,SeniorResearchScientist,NVIDIA

·4.2萬字

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Managing Mission：Critical Domains and DNS

Idealforsysadmins,webmasters,ITconsultants,anddevelopers-anyoneresponsibleformaintainingyourorganization'scoreDNS.

·8.2萬字

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Mastering Windows Group Policy

ThisbookbeginswithadiscussionofthecorematerialanyadministratorneedstoknowinordertostartworkingwithGroupPolicy.Movingon,wewillalsowalkthroughtheprocessofbuildingalabenvironmenttostarttestingGroupPolicytoday.NextwewillexploretheGroupPolicyManagementConsole(GPMC)andstartusingthepowerfulfeaturesavailableforuswithinthatinterface.OnceyouarewellversedwithusingGPMC,youwilllearntoperformandmanagethetraditionalcoretasksinsideGroupPolicy.Includedinthebookaremanyexamplesandwalk-throughsofthedifferentfilteringoptionsavailablefortheapplicationofGroupPolicysettings,asthisistherealpowerthatGroupPolicyholdswithinyournetwork.YouwillalsolearnhowyoucanuseGroupPolicytosecureyourActiveDirectoryenvironment,andalsounderstandhowGroupPolicypreferencesaredifferentthanpolicies,withthehelpofreal-worldexamples.FinallywewillspendsometimeonmaintenanceandtroubleshootingcommonGroupPolicy-relatedissuessothatyou,asadirectoryadministrator,willunderstandthediagnosingprocessforpolicysettings.Bytheendofthebook,youwillbeabletojumprightinanduseGroupPolicytoitsfullpotential.

·8.7萬字

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Hands-On Machine Learning with JavaScript

ThisbookisforyouifyouareaJavaScriptdeveloperwhowantstoimplementmachinelearningtomakeapplicationssmarter,gaininsightfulinformationfromthedata,andenterthefieldofmachinelearningwithoutswitchingtoanotherlanguage.WorkingknowledgeofJavaScriptlanguageisexpectedtogetthemostoutofthebook.

·10.1萬字

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Hadoop Beginner's Guide

AsaPacktBeginner'sGuide,thebookispackedwithclearstep-by-stepinstructionsforperformingthemostusefultasks,gettingyouupandrunningquickly,andlearningbydoing.ThisbookassumesnoexistingexperiencewithHadooporcloudservices.ItassumesyouhavefamiliaritywithaprogramminglanguagesuchasJavaorRubybutgivesyoutheneededbackgroundontheothertopics.

·10.7萬字

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Learning Linux Shell Scripting

LearningLinuxShellScriptingisidealforthosewhoareproficientatworkingwithLinuxandwanttolearnaboutshellscriptingtoimprovetheirefficiencyandpracticalskills.

·5.3萬字

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Getting Started with Tableau 2018.x

Tableauisoneoftheleadingbusinessintelligencetoolsusedworldwide,inorganizationsofeveryscale.Initslatestrelease,Tableau2018promisesricherandmoreusefulfeaturesrelatedtovisualanalytics,reporting,dashboarding,andahostofotherdatavisualizationaspects.GettingStartedwithTableau2018.xwillgetyouupandrunningwiththesefeatures.ThebookstartswithallthenewfunctionalitiesofthedifferentTableau2018versions,alongwithconcreteexamplesofhowtousethem.However,ifyou'renewtoTableau,don'tworry!TherestofthebookwillguideyouthrougheachmajoraspectofTableauwithexamples.You'lllearnhowtoconnecttodata,buildadatasource,visualizeyourdata,buildadashboard,andshareitonline.Inthefinalchapters,you'llalsolearnadvancedtechniquessuchascreatingacross-databasejoin,datablending,andmore.Bytheendofthebook,youwillhaveafirmunderstandingofhowtoeffectivelyuseTableautocreatequick,cost-effective,andbusiness-efficientbusinessintelligencesolutions.

·5.6萬字

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R Deep Learning Projects

MachinelearningprofessionalsanddatascientistslookingtomasterdeeplearningbyimplementingpracticalprojectsinRwillfindthisbookausefulresource.AknowledgeofRprogrammingandthebasicconceptsofdeeplearningisrequiredtogetthebestoutofthisbook.

·3.6萬字

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Machine Learning with Core ML

MachineLearningwithCoreMLisforyouifyouareanintermediateiOSdeveloperinterestedinapplyingmachinelearningtoyourmobileapps.ThisbookisalsoforthosewhoaremachinelearningdevelopersordeeplearningpractitionerswhowanttobringthepowerofneuralnetworksintheiriOSapps.Someexposuretomachinelearningconceptswouldbebeneficialbutnotessential,asthisbookactsasalaunchpadintotheworldofmachinelearningfordevelopers.

·7.4萬字

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Hands-On Data Science with SQL Server 2017

SQLServerisarelationaldatabasemanagementsystemthatenablesyoutocoverend-to-enddatascienceprocessesusingvariousinbuiltservicesandfeatures.Hands-OnDataSciencewithSQLServer2017startswithanoverviewofdatasciencewithSQLtounderstandthecoretasksindatascience.Youwilllearnintermediate-to-advancedlevelconceptstoperformanalyticaltasksondatausingSQLServer.Thebookhasauniqueapproach,coveringbestpractices,tasks,andchallengestotestyourabilitiesattheendofeachchapter.Youwillexploretheinsandoutsofperformingvariouskeytaskssuchasdatacollection,cleaning,manipulation,aggregations,andfilteringtechniques.Asyoumakeyourwaythroughthechapters,youwillturnrawdataintoactionableinsightsbywranglingandextractingdatafromdatabasesusingT-SQL.Youwillgettogripswithpreparingandpresentingdatainameaningfulway,usingPowerBItorevealhiddenpatterns.Intheconcludingchapters,youwillworkwithSQLServerintegrationservicestotransformdataintoausefulformatanddelveintoadvancedexamplescoveringmachinelearningconceptssuchaspredictiveanalyticsusingreal-worldexamples.Bytheendofthisbook,youwillbeinapositiontohandlethegrowingamountsofdataandperformeverydayactivitiesthatadatascienceprofessionalperforms.

·10.8萬字

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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 Projects for Kids

ThistutorialcontainsallimportantinformationabouthowtouseyourRaspberryPitodevelopanyapplicationyoulike.Itisbrokendownintoseveralactionpackedprojects,eachcontainingeasytofollowsteps,justtoshowyouhoweasyandfuncomputerprogrammingcanbe!Ifyouaresomeonewithabigimaginationandwouldliketodivestraightintotherealmoftechnologyandcomputers,thenthisisthebookforyou.WithonlyaRaspberryPiandnopriorexperiencerequired,youwillbeshownhowtotranslateyourideasintocomputerprograms,creatinganygame,tool,oranimationyoucandreamof.

·2萬字

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SketchUp 2014 for Architectural Visualization（Second Edition）

BeginningwithaquickstarttutorialwhichwillgetyouupandrunningwithSketchUp2014quickly,youwillmoveontolearningthekeyskillsyouwillneedtowowyourclientswithstunningvisualizationsthroughaseriespracticalsteps,tipsandtricks.IfyouareaSketchUpuser,fromanamateurrightthroughtoanarchitecturaltechnician,professionalarchitect,ordesigner,thisisthebookforyou.Thisbookisalsosuitableasacompaniontoanyarchitecturaldesignormultimediacourse,andisaccessibletoanyonewhohaslearnedthebasicsofSketchUp.

·8.8萬字

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SAP Business Intelligence Quick Start Guide

TheSAPBusinessObjectsBusinessIntelligenceplatformisapowerfulreportingandanalysistool.ThisbookistheidealintroductiontotheSAPBusinessObjectsBusinessIntelligenceplatform,introducingyoutoitsdatavisualization,visualanalytics,reporting,anddashboardingcapabilities.ThebookstartswithanoverviewoftheBIplatformandvariousdatasourcesforreporting.Then,wemoveontolookingatdatavisualization,analysis,reporting,andanalyticsusingBusinessObjectsBusinessIntelligencetools.Youwilllearnaboutthefeaturesassociatedwithreporting,scheduling,anddistributionandlearnhowtodeploytheplatform.Towardtheend,youwilllearnaboutthestrategiesandfactorsthatshouldbeconsideredduringdeployment.Bytheend,youwillbeconfidentworkingwiththeSAPBusinessObjectsBusinessIntelligenceplatformtodeliverbetterinsightsformoreeffectivedecisionmaking.