PG电子网址

Ifyouareadatascientist,dataanalyst,orastatisticianwhowantstolearnhowtowrangleyourdataforanalysisinthebestpossiblemanner,thisbookisforyou.AsthisbookcoversbothRandPython,someunderstandingofthemwillbebeneficial.

·4.2萬字

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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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Gitolite Essentials

Thebookiswrittentosuitaneasyreadingstyle,usingtypicalproblemsinaccesscontroltoillustratetheneedforeachGitolitefeatureexplained.ThisbookisforsystemadministratorsordevelopmentmanagerswhoneedtokeepalidonGitbaseddevelopmentworkflows.BasicknowledgeofGitaswellasoftheUnixshellishelpful.

·3萬字

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MongoDB 4 Quick Start Guide

MongoDBhasgrowntobecomethedefactoNoSQLdatabasewithmillionsofusers,fromsmallstart-upstoFortune500companies.Itcansolveproblemsthatareconsidereddifficult,ifnotimpossible,foragingRDBMStechnologies.Writtenforversion4ofMongoDB,thisbookistheeasiestwaytogetstartedwithMongoDB.YouwillstartbygettingaMongoDBinstallationupandrunninginasafeandsecuremanner.Youwilllearnhowtoperformmission-criticalcreate,read,update,anddeleteoperations,andsetupdatabasesecurity.YouwillalsolearnaboutadvancedfeaturesofMongoDBsuchastheaggregationpipeline,replication,andsharding.YouwilllearnhowtobuildasimplewebapplicationthatusesMongoDBtorespondtoAJAXqueries,andseehowtomakeuseoftheMongoDBprogramminglanguagedriverforPHP.TheexamplesincorporatenewfeaturesavailableinMongoDBversion4whereappropriate.

·3萬字

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Introduction to R for Business Intelligence

Thisbookisfordataanalysts,businessanalysts,datascienceprofessionalsoranyonewhowantstolearnanalyticapproachestobusinessproblems.BasicfamiliaritywithRisexpected.

·4.2萬字

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Machine Learning for Healthcare Analytics Projects

MachineLearning(ML)haschangedthewayorganizationsandindividualsusedatatoimprovetheefficiencyofasystem.MLalgorithmsallowstrategiststodealwithavarietyofstructured,unstructured,andsemi-structureddata.MachineLearningforHealthcareAnalyticsProjectsispackedwithnewapproachesandmethodologiesforcreatingpowerfulsolutionsforhealthcareanalytics.ThisbookwillteachyouhowtoimplementkeymachinelearningalgorithmsandwalkyouthroughtheirusecasesbyemployingarangeoflibrariesfromthePythonecosystem.Youwillbuildfiveend-to-endprojectstoevaluatetheefficiencyofArtificialIntelligence(AI)applicationsforcarryingoutsimple-to-complexhealthcareanalyticstasks.Witheachproject,youwillgainnewinsights,whichwillthenhelpyouhandlehealthcaredataefficiently.Asyoumakeyourwaythroughthebook,youwilluseMLtodetectcancerinasetofpatientsusingsupportvectormachines(SVMs)andk-Nearestneighbors(KNN)models.Inthefinalchapters,youwillcreateadeepneuralnetworkinKerastopredicttheonsetofdiabetesinahugedatasetofpatients.Youwillalsolearnhowtopredictheartdiseasesusingneuralnetworks.Bytheendofthisbook,youwillhavelearnedhowtoaddresslong-standingchallenges,providespecializedsolutionsforhowtodealwiththem,andcarryoutarangeofcognitivetasksinthehealthcaredomain.

·2萬字

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Practical DevOps

Ifyou'readeveloperorsystemadministratorlookingtotakeonlargerresponsibilitiesandunderstandhowtheinfrastructurethatbuildstoday'senterprisesworks,thisisthebookforyou.Thisbookwillalsohelpyougreatlyifyou'reanoperationsworkerwhowouldliketobettersupportdevelopers.YoudonotneedanypreviousknowledgeofDevOpstounderstandtheconceptsinthisbook.

·5.3萬字

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Flex3.0 RIA開發(fā)詳解

Flex是目前最流行的RIA（RichInternetApplication）開發(fā)技術(shù)之一。本書由淺入深，循序漸進(jìn)地講解如何使用Flex技術(shù)開發(fā)RIA應(yīng)用程序。全書內(nèi)容包括Flex簡(jiǎn)介、安裝和配置Flex開發(fā)運(yùn)行環(huán)境、熟悉Flex開發(fā)工具、ActionScript3.0語法、Flex組件開發(fā)、CSS布局、美化界面、數(shù)據(jù)傳輸與交互、開發(fā)框架Cairngorm等。為了便于讀者學(xué)習(xí)，本書最后兩章分別對(duì)兩個(gè)較綜合的實(shí)例進(jìn)行分析，詳細(xì)講解了Cairngorm開發(fā)框架的搭建、組件設(shè)計(jì)、功能設(shè)計(jì)、界面外觀設(shè)計(jì)。本書適合廣大Flex程序開發(fā)人員、RIA開發(fā)愛好者和大專院校學(xué)生閱讀，尤其是有編程經(jīng)歷的技術(shù)開發(fā)人員。

·15.9萬字

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Hands-On Big Data Modeling

Modelingandmanagingdataisacentralfocusofallbigdataprojects.Infact,adatabaseisconsideredtobeeffectiveonlyifyouhavealogicalandsophisticateddatamodel.Thisbookwillhelpyoudeveloppracticalskillsinmodelingyourownbigdataprojectsandimprovetheperformanceofanalyticalqueriesforyourspecificbusinessrequirements.Tostartwith,you’llgetaquickintroductiontobigdataandunderstandthedifferentdatamodelinganddatamanagementplatformsforbigdata.Thenyou’llworkwithstructuredandsemi-structureddatawiththehelpofreal-lifeexamples.Onceyou’vegottogripswiththebasics,you’llusetheSQLDeveloperDataModelertocreateyourowndatamodelscontainingdifferentfiletypessuchasCSV,XML,andJSON.You’llalsolearntocreategraphdatamodelsandexploredatamodelingwithstreamingdatausingreal-worlddatasets.Bytheendofthisbook,you’llbeabletodesignanddevelopefficientdatamodelsforvaryingdatasizeseasilyandefficiently.

·4.7萬字

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SAS for Finance

FinancialdataanalystsanddatascientistswhowanttouseSAStoprocessandanalyzefinancialdataandfindhiddenpatternsandtrendsfromitwillfindthisbookuseful.PriorexposuretoSASwillbehelpfulbutisnotmandatory.Somebasicunderstandingofthefinancialconceptsisrequired.

·5.5萬字

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Hands-On Dashboard Development with QlikView

QlikViewisoneofthemarketleaderswhenitcomestobuildingeffectiveBusinessIntelligencesolutions.Thisbookwillshowhowyoucanleverageitspowertobuildyourowndashboardstotellyourowndatastory.ThebookstartswithshowingyouhowtoconnectyourdatatoQlikViewandcreateyourownQlikViewapplication.Youwilllearnhowtoadddatafrommultiplesources,createadatamodelbyjoiningdata,andthenreviewitonthefrontend.YouwillworkwithQlikViewcomponentssuchascharts,listboxes,inputboxes,andtextobjectstocreatestunningvisualizationsthathelpgiveactionablebusinessinsights.YouwillalsolearnhowtoperformanalysisonyourdatainQlikViewandmasterthevarioustypesofsecuritymeasurestobetakeninQlikView.Bytheendofthisbook,youwillhavealltheessentialknowledgerequiredforinsightfuldatastorytellingandcreatingusefulBIdashboardsusingQlikView.

·2萬字

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R Machine Learning By Example

Ifyouareinterestedinminingusefulinformationfromdatausingstate-of-the-arttechniquestomakedata-drivendecisions,thisisago-toguideforyou.Nopriorexperiencewithdatascienceisrequired,althoughbasicknowledgeofRishighlydesirable.Priorknowledgeinmachinelearningwouldbehelpfulbutisnotnecessary.

·6.3萬字

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Mastering Salesforce CRM Administration

ThisbookiswrittenforSalesforceadminswhoarelookingtogainanin-depthknowledgeoftheSalesforceplatformandgrowtheirvalueintheirorganization.Itwillteachthemtoimplementanddesignadvancedbusinessprocessautomationforthebenefitoftheirorganization.

·5.9萬字

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TensorFlow Reinforcement Learning Quick Start Guide

Advancesinreinforcementlearningalgorithmshavemadeitpossibletousethemforoptimalcontrolinseveraldifferentindustrialapplications.Withthisbook,youwillapplyReinforcementLearningtoarangeofproblems,fromcomputergamestoautonomousdriving.ThebookstartsbyintroducingyoutoessentialReinforcementLearningconceptssuchasagents,environments,rewards,andadvantagefunctions.Youwillalsomasterthedistinctionsbetweenon-policyandoff-policyalgorithms,aswellasmodel-freeandmodel-basedalgorithms.YouwillalsolearnaboutseveralReinforcementLearningalgorithms,suchasSARSA,DeepQ-Networks(DQN),DeepDeterministicPolicyGradients(DDPG),AsynchronousAdvantageActor-Critic(A3C),TrustRegionPolicyOptimization(TRPO),andProximalPolicyOptimization(PPO).ThebookwillalsoshowyouhowtocodethesealgorithmsinTensorFlowandPythonandapplythemtosolvecomputergamesfromOpenAIGym.Finally,youwillalsolearnhowtotrainacartodriveautonomouslyintheTorcsracingcarsimulator.Bytheendofthebook,youwillbeabletodesign,build,train,andevaluatefeed-forwardneuralnetworksandconvolutionalneuralnetworks.Youwillalsohavemasteredcodingstate-of-the-artalgorithmsandalsotrainingagentsforvariouscontrolproblems.

·3.8萬字

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Hands-On Data Science with Anaconda

Hands-OnDataSciencewithAnacondaisforyouifyouareadeveloperwhoislookingforthebesttoolsinthemarkettoperformdatascience.It’salsoidealfordataanalystsanddatascienceprofessionalswhowanttoimprovetheefficiencyoftheirdatascienceapplicationsbyusingthebestlibrariesinmultiplelanguages.BasicprogrammingknowledgewithRorPythonandintroductoryknowledgeoflinearalgebraisexpected.

·4.6萬字

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Amazon Fargate Quick Start Guide

AmazonFargateisnewlaunchtypefortheAmazonElasticContainerService(ECS).ECSisanAWSserviceforDockercontainerorchestration.Dockeristhedefactocontainerizationframeworkandhasrevolutionizedpackaginganddeploymentofsoftware.TheintroductionofFargatehasmadetheECSplatformserverless.ThebooktakesyouthroughhowAmazonFargaterunsECSservicescomposedoftasksandDockercontainersandexposesthecontainerstotheuser.FargatehassimplifiedtheECSplatform.WewilllearnhowFargatecreatesanElasticNetworkInterface(ENI)foreachtaskandhowautoscalingcanbeenabledforECStasks.YouwillalsolearnaboutusinganIAMpolicytodownloadDockerimagesandsendlogstoCloudWatch.Finally,bytheendofthisbook,youwillhavelearnedabouthowtouseECSCLItocreateanECSclusteranddeploytaskswithDockerCompose.

·1.8萬字

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TensorFlow 2.0 Quick Start Guide

TensorFlowisoneofthemostpopularmachinelearningframeworksinPython.Withthisbook,youwillimproveyourknowledgeofsomeofthelatestTensorFlowfeaturesandwillbeabletoperformsupervisedandunsupervisedmachinelearningandalsotrainneuralnetworks.Aftergivingyouanoverviewofwhat'snewinTensorFlow2.0Alpha,thebookmovesontosettingupyourmachinelearningenvironmentusingtheTensorFlowlibrary.Youwillperformpopularsupervisedmachinelearningtasksusingtechniquessuchaslinearregression,logisticregression,andclustering.Youwillgetfamiliarwithunsupervisedlearningforautoencoderapplications.Thebookwillalsoshowyouhowtotraineffectiveneuralnetworksusingstraightforwardexamplesinavarietyofdifferentdomains.Bytheendofthebook,youwillhavebeenexposedtoalargevarietyofmachinelearningandneuralnetworkTensorFlowtechniques.

·3.6萬字

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Hands-On Neural Networks

Neuralnetworksplayaveryimportantroleindeeplearningandartificialintelligence(AI),withapplicationsinawidevarietyofdomains,rightfrommedicaldiagnosis,tofinancialforecasting,andevenmachinediagnostics.Hands-OnNeuralNetworksisdesignedtoguideyouthroughlearningaboutneuralnetworksinapracticalway.Thebookwillgetyoustartedbygivingyouabriefintroductiontoperceptronnetworks.YouwillthengaininsightsintomachinelearningandalsounderstandwhatthefutureofAIcouldlooklike.Next,youwillstudyhowembeddingscanbeusedtoprocesstextualdataandtheroleoflongshort-termmemorynetworks(LSTMs)inhelpingyousolvecommonnaturallanguageprocessing(NLP)problems.Thelaterchapterswilldemonstratehowyoucanimplementadvancedconceptsincludingtransferlearning,generativeadversarialnetworks(GANs),autoencoders,andreinforcementlearning.Finally,youcanlookforwardtofurthercontentonthelatestadvancementsinthefieldofneuralnetworks.Bytheendofthisbook,youwillhavetheskillsyouneedtobuild,train,andoptimizeyourownneuralnetworkmodelthatcanbeusedtoprovidepredictablesolutions.

·4.9萬字

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Learning ServiceNow

ThisbookisforITprofessionalsandadministratorswhoareplanningtoorarealreadytryingtoimplementServiceNowintheirorganizationforEnterpriseITservicemanagementtasks.Somefamiliaritywithwebtechnologies(JavaScript)wouldbehelpful.Systemadministrationexperienceisnecessary.

·7.8萬字

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Splunk Operational Intelligence Cookbook

ThisbookisintendedfordataprofessionalswhoarelookingtoleveragetheSplunkEnterpriseplatformasavaluableoperationalintelligencetool.Therecipesprovidedinthisbookwillappealtoindividualsfromallfacetsofbusiness,IT,security,product,marketing,andmanymore!EventheexistingusersofSplunkwhowanttoupgradeandgetupandrunningwithSplunk7.xwillfindthisbooktobeofgreatvalue.

·8萬字

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Practical Data Wrangling

Apache Spark Deep Learning Cookbook

Gitolite Essentials

MongoDB 4 Quick Start Guide

Introduction to R for Business Intelligence

Machine Learning for Healthcare Analytics Projects

Practical DevOps

Flex3.0 RIA開發(fā)詳解

Hands-On Big Data Modeling

SAS for Finance

Hands-On Dashboard Development with QlikView

R Machine Learning By Example

Mastering Salesforce CRM Administration

TensorFlow Reinforcement Learning Quick Start Guide

Hands-On Data Science with Anaconda

Amazon Fargate Quick Start Guide

TensorFlow 2.0 Quick Start Guide

Hands-On Neural Networks

Learning ServiceNow

Splunk Operational Intelligence Cookbook