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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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Troubleshooting System Center Configuration Manager

IfyouarenewtoConfigurationManagerorhaveexperiencewithit,andareinterestedinidentifying,diagnosingandresolvingtheSystemCenterConfigurationManageradministrationissuesthenthisbookisforyou.

·5.7萬字

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Python Reinforcement Learning Projects

Reinforcementlearningisoneofthemostexcitingandrapidlygrowingfieldsinmachinelearning.Thisisduetothemanynovelalgorithmsdevelopedandincredibleresultspublishedinrecentyears.Inthisbook,youwilllearnaboutthecoreconceptsofRLincludingQ-learning,policygradients,MonteCarloprocesses,andseveraldeepreinforcementlearningalgorithms.Asyoumakeyourwaythroughthebook,you'llworkonprojectswithdatasetsofvariousmodalitiesincludingimage,text,andvideo.Youwillgainexperienceinseveraldomains,includinggaming,imageprocessing,andphysicalsimulations.You'llexploretechnologiessuchasTensorFlowandOpenAIGymtoimplementdeeplearningreinforcementlearningalgorithmsthatalsopredictstockprices,generatenaturallanguage,andevenbuildotherneuralnetworks.Bytheendofthisbook,youwillhavehands-onexperiencewitheightreinforcementlearningprojects,eachaddressingdifferenttopicsand/oralgorithms.Wehopethesepracticalexerciseswillprovideyouwithbetterintuitionandinsightaboutthefieldofreinforcementlearningandhowtoapplyitsalgorithmstovariousproblemsinreallife.

·5.7萬字

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Apache Spark Machine Learning Blueprints

Ifyouareadatascientist,adataanalyst,oranRandSPSSuserwithagoodunderstandingofmachinelearningconcepts,algorithms,andtechniques,thenthisisthebookforyou.SomebasicunderstandingofSparkanditscoreelementsandapplicationisrequired.

·5.7萬字

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Salesforce for Beginners

Salesforceistheworld'sleadingCustomerRelationshipManagement(CRM)software,helpingbusinessesconnectwiththeirconstituentsandpartners.Thisbookwillgiveyouacomprehensiveintroductiontomanagingsales,marketing,customerrelationships,andoveralladministrationforyourorganization.You'lllearnhowtoconfigureanduseSalesforceformaximumefficiencyandreturnoninvestment.You'llstartbylearninghowtocreateactivities,manageleads,anddevelopyourprospectsandsalespipelineusingopportunitiesandaccounts,andthenunderstandhowyoucanenhancemarketingactivitiesusingcampaigns.Packedwithreal-worldbusinessusecases,thisSalesforcebookwillshowyouhowtoanalyzeyourbusinessinformationaccuratelytomakeproductivedecisions.Asyouadvance,you'llgettogripswithbuildingvariousreportsanddashboardsinSalesforcetoderivevaluablebusinessinsights.Finally,you'llexploretoolssuchasprocessbuilder,approvalprocesses,andassignmentrulestoachievebusinessprocessautomationandsetoutonthepathtobecomingasuccessfulSalesforceAdministrator.Bytheendofthebook,you'llhavelearnedhowtouseSalesforceeffectivelytoachieveyourbusinessgoals.

·5.7萬字

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Machine Learning for Cybersecurity Cookbook

Organizationstodayfaceamajorthreatintermsofcybersecurity,frommaliciousURLstocredentialreuse,andhavingrobustsecuritysystemscanmakeallthedifference.Withthisbook,you'lllearnhowtousePythonlibrariessuchasTensorFlowandscikit-learntoimplementthelatestartificialintelligence(AI)techniquesandhandlechallengesfacedbycybersecurityresearchers.You'llbeginbyexploringvariousmachinelearning(ML)techniquesandtipsforsettingupasecurelabenvironment.Next,you'llimplementkeyMLalgorithmssuchasclustering,gradientboosting,randomforest,andXGBoost.Thebookwillguideyouthroughconstructingclassifiersandfeaturesformalware,whichyou'lltrainandtestonrealsamples.Asyouprogress,you'llbuildself-learning,reliantsystemstohandlecybersecuritytaskssuchasidentifyingmaliciousURLs,spamemaildetection,intrusiondetection,networkprotection,andtrackinguserandprocessbehavior.Later,you'llapplygenerativeadversarialnetworks(GANs)andautoencoderstoadvancedsecuritytasks.Finally,you'lldelveintosecureandprivateAItoprotecttheprivacyrightsofconsumersusingyourMLmodels.Bytheendofthisbook,you'llhavetheskillsyouneedtotacklereal-worldproblemsfacedinthecybersecuritydomainusingarecipe-basedapproach.

·5.6萬字

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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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HTML5 Canvas Cookbook

Writtenincookbookstyle,thisbookoffersawidearrayoftechniquesforbuildingHTML5Canvasapplications.Eachrecipecontainsstep-by-stepinstructionsfollowedbyanalysisofwhatwasdoneineachtaskandotherusefulinformation.Thebookisdesignedsothatyoucanreaditchapterbychapter,oryoucanlookatthelistofrecipesandrefertotheminnoparticularorder.ThisbookisgearedtowardswebdeveloperswhoarefamiliarwithHTMLandJavaScript.ItiswrittenforbothbeginnersandseasonedHTML5developerswithagoodworkingknowledgeofJavaScript.

·5.6萬字

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大數(shù)據(jù)技術(shù)與應(yīng)用基礎(chǔ)

本書在介紹大數(shù)據(jù)發(fā)展背景、特點(diǎn)及主要技術(shù)層面的基礎(chǔ)上，對大數(shù)據(jù)的數(shù)據(jù)采集、數(shù)據(jù)存儲、常見計(jì)算模式和典型系統(tǒng)工具進(jìn)行了分析介紹。本書同時(shí)對各種典型系統(tǒng)工具進(jìn)行了講解，包括大數(shù)據(jù)查詢分析計(jì)算及典型工具（HBase、Hive）、批處理計(jì)算及典型工具（MapReduce、Spark）、流式計(jì)算及典型工具（Storm、Apex、Flink）、事件流及典型工具（Druid）等。本書提供了大量的實(shí)例和源代碼供讀者參考，指導(dǎo)讀者快速、無障礙地了解和掌握常見大數(shù)據(jù)分析工具的使用。本書適合作為計(jì)算機(jī)及相關(guān)專業(yè)的教學(xué)用書，也可以作為大數(shù)據(jù)初學(xué)者的自學(xué)教材和參考手冊。

·5.3萬字

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Creating ELearning Games with Unity

Thisbookisaneasytofollowguidethatincrementallydevelopsthegameframeworkandmissions,stepbystep,witheachchapter.Extensivesourcecodeisprovidedandexplainedindetailtosupportandexplaineachoftheconceptsinthebook.ThisbookisintendedfornovicegameprogrammerswithalittleexperienceinUnity3D,whowanttolearnhowtoprogrameLearninggames.EducatorsandtrainerswhowanttouseUnityinaneLearningsettingwillalsobenefitfromthebook.ItwouldbehelpfultohaveabasicunderstandingoftheconceptssuchasUnityscriptingandtheFiniteStateMachine(FSM),butnopriorexperienceingamedevelopmentisrequired.

·5.6萬字

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Arduino創(chuàng)意機(jī)器人入門：基于Mind+

本書為浙江省普通高中精品選修課程“Arduino創(chuàng)意機(jī)器人”的衍生成果，由兩位深度參與Mind+開發(fā)的創(chuàng)客教育專家和多位經(jīng)驗(yàn)豐富的小學(xué)創(chuàng)客教師共同編寫，設(shè)計(jì)了大量需要學(xué)生動(dòng)手實(shí)踐的任務(wù)或?qū)嶒?yàn)，可以引導(dǎo)學(xué)生在玩中學(xué)、做中學(xué)、研中學(xué)，由淺入深地逐步理解和掌握機(jī)器人技術(shù)。本書共設(shè)計(jì)18課內(nèi)容，采用項(xiàng)目式學(xué)習(xí)的理念，設(shè)計(jì)了智能LED、智能風(fēng)扇和智能小車3個(gè)專題。每一個(gè)專題都是一個(gè)相對獨(dú)立的項(xiàng)目，但在難度上逐步提高，體現(xiàn)了螺旋上升的特點(diǎn)。在體例方面，根據(jù)中小學(xué)生的年齡特點(diǎn)，書中內(nèi)容分為“我要學(xué)”“我要做”“我要想”“我要練”和“我要讀”5個(gè)方面，用語通俗、親切。

·2.1萬字

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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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Hands-On Serverless Computing

Serverlessapplicationsandarchitecturesaregainingmomentumandareincreasinglybeingusedbycompaniesofallsizes.Serverlesssoftwaretakescareofmanyproblemsthatdevelopersfacewhenrunningsystemsandservers,suchasfaulttolerance,centralizedlogging,horizontalscalability,anddeployments.Youwilllearnhowtoharnessserverlesstechnologytorapidlyreduceproductiontimeandminimizeyourcosts,whilestillhavingthefreedomtocustomizeyourcode,withouthinderingfunctionality.Uponfinishingthebook,youwillhavetheknowledgeandresourcestobuildyourownserverlessapplicationhostedinAWS,MicrosoftAzure,orGoogleCloudPlatform,andwillhaveexperiencedthebenefitsofevent-driventechnologyforyourself.Thishands-onguidedivesintothebasisofserverlessarchitecturesandhowtobuildthemusingNode.jsasaprogramminglanguage,VisualStudioCodeforcodeediting,andPostmanforquicklyandsecurelydevelopingapplicationswithoutthehassleofconfiguringandmaintaininginfrastructureonthreepubliccloudplatforms.

·5.6萬字

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Machine Learning in Java

Astheamountofdataintheworldcontinuestogrowatanalmostincomprehensiblerate,beingabletounderstandandprocessdataisbecomingakeydifferentiatorforcompetitiveorganizations.Machinelearningapplicationsareeverywhere,fromself-drivingcars,spamdetection,documentsearch,andtradingstrategies,tospeechrecognition.Thismakesmachinelearningwell-suitedtothepresent-dayeraofbigdataandDataScience.Themainchallengeishowtotransformdataintoactionableknowledge.MachineLearninginJavawillprovideyouwiththetechniquesandtoolsyouneed.Youwillstartbylearninghowtoapplymachinelearningmethodstoavarietyofcommontasksincludingclassification,prediction,forecasting,marketbasketanalysis,andclustering.ThecodeinthisbookworksforJDK8andabove,thecodeistestedonJDK11.Movingon,youwilldiscoverhowtodetectanomaliesandfraud,andwaystoperformactivityrecognition,imagerecognition,andtextanalysis.Bytheendofthebook,youwillhaveexploredrelatedwebresourcesandtechnologiesthatwillhelpyoutakeyourlearningtothenextlevel.Byapplyingthemosteffectivemachinelearningmethodstoreal-worldproblems,youwillgainhands-onexperiencethatwilltransformthewayyouthinkaboutdata.

·5.5萬字

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Hands-On Data Analysis with NumPy and pandas

Hands-OnDataAnalysiswithNumPyandPandasisforyouifyouareaPythondeveloperandwanttotakeyourfirststepsintotheworldofdataanalysis.Nopreviousexperienceofdataanalysisisrequiredtoenjoythisbook.

·2.2萬字

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Enterprise PowerShell Scripting Bootcamp

ThisbookisforITprofessionalsandWindowsadministratorswhowouldliketogainintensive,hands-onknowledgeandskillsonPowerShellwithoutspendinghoursandhoursinlearning.IfyouhavebeenstrugglingtofindthetimetogainproficiencyandconfidencewithPowerShellandeverydayscriptingtasks

·5.5萬字

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Learning Responsive Data Visualization

Webdevelopersanddatascienceprofessionalswhowanttomaketheirvisualizationsworkforsmallerscreensizes.SomebasicknowledgeofJavaScriptandDatavisualizationisexpected.

·5.5萬字

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樂高機(jī)器人EV3設(shè)計(jì)指南：創(chuàng)造者的搭建邏輯

本書圍繞樂高EV3機(jī)器人，以圖文相輔的方式對機(jī)器人的結(jié)構(gòu)設(shè)計(jì)、搭建技巧進(jìn)行完美展示，全書分為4個(gè)部分：第1部分介紹樂高機(jī)器人EV3入門基礎(chǔ)知識，包括基本組件以及編程指南；第2部分和第3部分分別為機(jī)械任務(wù)系列和仿生任務(wù)系列，從搭建步驟、難點(diǎn)解析、注意事項(xiàng)及設(shè)計(jì)理念等角度展示了16個(gè)極具創(chuàng)意的樂高機(jī)器人搭建作品，每個(gè)作品還可掃碼觀看演示視頻；第4部分為挑戰(zhàn)任務(wù)，分析了3個(gè)難度較大的樂高作品的搭建邏輯，以期讀者能夠深刻領(lǐng)會(huì)樂高機(jī)器人結(jié)構(gòu)設(shè)計(jì)和搭建的精髓。本書適合任何對樂高機(jī)器人EV3感興趣的讀者，無論是少年還是成年人，都可以從中獲得創(chuàng)造的快樂。

·5.2萬字

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SAS for Finance

FinancialdataanalystsanddatascientistswhowanttouseSAStoprocessandanalyzefinancialdataandfindhiddenpatternsandtrendsfromitwillfindthisbookuseful.PriorexposuretoSASwillbehelpfulbutisnotmandatory.Somebasicunderstandingofthefinancialconceptsisrequired.

·5.5萬字

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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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Mastering Kibana 6.x

Troubleshooting System Center Configuration Manager

Python Reinforcement Learning Projects

Apache Spark Machine Learning Blueprints

Salesforce for Beginners

Machine Learning for Cybersecurity Cookbook

Getting Started with Tableau 2018.x

HTML5 Canvas Cookbook

大數(shù)據(jù)技術(shù)與應(yīng)用基礎(chǔ)

Creating ELearning Games with Unity

Arduino創(chuàng)意機(jī)器人入門：基于Mind+

Natural Language Processing Fundamentals

Hands-On Serverless Computing

Machine Learning in Java

Hands-On Data Analysis with NumPy and pandas

Enterprise PowerShell Scripting Bootcamp

Learning Responsive Data Visualization

樂高機(jī)器人EV3設(shè)計(jì)指南：創(chuàng)造者的搭建邏輯

SAS for Finance

Ensemble Machine Learning Cookbook