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本書是數(shù)據(jù)挖掘精髓的濃縮。第1章用通俗易懂的語(yǔ)言回答五個(gè)基本問(wèn)題，包括什么是數(shù)據(jù)，什么是大數(shù)據(jù)，什么是數(shù)據(jù)挖掘，以及數(shù)據(jù)挖掘能挖掘出哪些東西和會(huì)產(chǎn)生什么價(jià)值。然后用6章的篇幅，介紹k-均值、k-近鄰、樸素貝葉斯、決策樹(shù)、回歸分析和關(guān)聯(lián)規(guī)則挖掘等6種方法。第8章介紹一些實(shí)際的應(yīng)用，演示簡(jiǎn)單的數(shù)據(jù)挖掘方法如何產(chǎn)生巨大的價(jià)值。本書可供高校的數(shù)據(jù)科學(xué)與大數(shù)據(jù)、智能科學(xué)與技術(shù)、人工智能、計(jì)算機(jī)科學(xué)與技術(shù)和統(tǒng)計(jì)類、應(yīng)用數(shù)學(xué)等相關(guān)專業(yè)的學(xué)生作為教材使用，也可供高校的商科大數(shù)據(jù)、金融等專業(yè)的學(xué)生、優(yōu)秀的中學(xué)生、科技企業(yè)的管理者和相關(guān)行業(yè)的投資人學(xué)習(xí)參考。

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TensorFlow Machine Learning Projects

TensorFlowhastransformedthewaymachinelearningisperceived.TensorFlowMachineLearningProjectsteachesyouhowtoexploitthebenefits—simplicity,efficiency,andflexibility—ofusingTensorFlowinvariousreal-worldprojects.Withthehelpofthisbook,you’llnotonlylearnhowtobuildadvancedprojectsusingdifferentdatasetsbutalsobeabletotacklecommonchallengesusingarangeoflibrariesfromtheTensorFlowecosystem.Tostartwith,you’llgettogripswithusingTensorFlowformachinelearningprojects;you’llexploreawiderangeofprojectsusingTensorForestandTensorBoardfordetectingexoplanets,TensorFlow.jsforsentimentanalysis,andTensorFlowLitefordigitclassification.Asyoumakeyourwaythroughthebook,you’llbuildprojectsinvariousreal-worlddomains,incorporatingnaturallanguageprocessing(NLP),theGaussianprocess,autoencoders,recommendersystems,andBayesianneuralnetworks,alongwithtrendingareassuchasGenerativeAdversarialNetworks(GANs),capsulenetworks,andreinforcementlearning.You’lllearnhowtousetheTensorFlowonSparkAPIandGPU-acceleratedcomputingwithTensorFlowtodetectobjects,followedbyhowtotrainanddeveloparecurrentneuralnetwork(RNN)modeltogeneratebookscripts.Bytheendofthisbook,you’llhavegainedtherequiredexpertisetobuildfull-fledgedmachinelearningprojectsatwork.

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Microsoft System Center Data Protection Manager Cookbook

SystemCenterDataProtectionManager(SCDPM)isarobustenterprisebackupandrecoverysystemthatcontributestoyourBCDRstrategybyfacilitatingthebackupandrecoveryofenterprisedata.Withanincreaseindatarecoveryandprotectionproblemsfacedinorganizations,ithasbecomeimportanttokeepdatasafeandrecoverable.ThisbookcontainsrecipesthatwillhelpyouupgradetoSCDPManditcoverstheadvancedfeaturesandfunctionalityofSCDPM.ThisbookstartsbyhelpingyouinstallSCDPMandthenmovesontopost-installationandmanagementtasks.YouwillcomeacrossalotofusefulrecipesthatwillhelpyourecoveryourVMwareandHyper-VVMs.ItwillalsowalkyouthroughtipsformonitoringSCDPMindifferentscenarios.Next,thebookwillalsoofferinsightsintoprotectingwindowsworkloadsfollowedbybestpracticesonSCDPM.YouwillalsolearntobackupyourAzureStackInfrastructureusingAzureBackup.Youwillalsolearnaboutrecoveringdatafrombackupandimplementingdisasterrecovery.Finally,thebookwillshowyouhowtoconfiguretheprotectiongroupstoenableonlineprotectionandtroubleshootMicrosoftAzureBackupAgent.

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Deep Learning Quick Reference

IfyouareaDataScientistoraMachineLearningexpert,thenthisbookisaveryusefulreadintrainingyouradvancedmachinelearninganddeeplearningmodels.Youcanalsoreferthisbookifyouarestuckin-betweentheneuralnetworkmodelingandneedimmediateassistanceingettingaccomplishingthetasksmoothly.SomepriorknowledgeofPythonandtightholdonthebasicsofmachinelearningisrequired.

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一本書讀懂大數(shù)據(jù)（全彩圖解版）

《一本書讀懂大數(shù)據(jù)（全彩圖解版）》首先介紹了大數(shù)據(jù)時(shí)代的特征，可以幫助你對(duì)大數(shù)據(jù)及其價(jià)值有一個(gè)概括性的了解和認(rèn)識(shí)。其次，你將知道如何培養(yǎng)、挖掘、處理數(shù)據(jù)，使數(shù)據(jù)為自己創(chuàng)造更大價(jià)值。最后，介紹了大數(shù)據(jù)在企業(yè)決策、運(yùn)營(yíng)管理、金融投資等方面的實(shí)際應(yīng)用。內(nèi)容簡(jiǎn)單實(shí)用，特別適合初級(jí)讀者閱讀。

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隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制

為了提高實(shí)際隨機(jī)分布控制系統(tǒng)的可靠性，關(guān)于隨機(jī)動(dòng)態(tài)系統(tǒng)的故障診斷與容錯(cuò)控制的研究一直是控制理論和應(yīng)用的重要領(lǐng)域之一，非高斯隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制問(wèn)題是一個(gè)長(zhǎng)期存在的理論難題。本書系統(tǒng)、全面總結(jié)了非高斯隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制方面的理論研究成果，主要內(nèi)容包括：隨機(jī)分布控制系統(tǒng)故障診斷與容錯(cuò)控制的研究進(jìn)展，有理平方根逼近的非高斯線性隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制，非高斯非線性隨機(jī)分布控制系統(tǒng)的集成故障診斷與容錯(cuò)控制，非高斯奇異隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制設(shè)計(jì)新方法，考慮PDF逼近誤差的非高斯線性奇異時(shí)滯隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制，考慮PDF逼近誤差的非高斯不確定隨機(jī)分布控制系統(tǒng)的故障診斷與滑模容錯(cuò)控制，非高斯非線性隨機(jī)分布控制系統(tǒng)的統(tǒng)計(jì)信息跟蹤容錯(cuò)控制、基于模糊建模的非高斯非線性奇異隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制，非高斯奇異隨機(jī)分布控制系統(tǒng)的最小熵容錯(cuò)控制，基于T-S模糊模型的非高斯奇異隨機(jī)分布控制系統(tǒng)的最小有理熵容錯(cuò)控制。

·5.8萬(wàn)字

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氣動(dòng)系統(tǒng)裝調(diào)與PLC控制

本書以工作頁(yè)的模式介紹了氣動(dòng)系統(tǒng)的安裝、調(diào)試及PLC控制，主要內(nèi)容包括：氣動(dòng)系統(tǒng)基礎(chǔ)知識(shí)、氣動(dòng)系統(tǒng)方向控制回路的安裝與調(diào)試、氣動(dòng)系統(tǒng)壓力控制回路的安裝與調(diào)試、氣動(dòng)系統(tǒng)流量控制回路的安裝與調(diào)試、氣動(dòng)系統(tǒng)邏輯控制回路的安裝與調(diào)試、氣動(dòng)系統(tǒng)行程程序控制回路的安裝與調(diào)試、電氣與氣動(dòng)系統(tǒng)綜合控制回路的安裝與調(diào)試以及氣動(dòng)系統(tǒng)維護(hù)與故障維修。

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Serverless Design Patterns and Best Practices

Ifyou'reasoftwarearchitect,engineer,orsomeonewhowantstobuildserverlessapplications,whicharenon-trivialincomplexityandscope,thenthisbookisforyou.Basicknowledgeofprogrammingandserverlesscomputingconceptsareassumed.

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Godot Engine Game Development Projects

GodotEngineGameDevelopmentProjectsisforbothnewusersandexperienceddevelopers,whowanttolearntomakegamesusingamoderngameengine.Somepriorprogrammingexperienceisrecommended.

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Canvas LMS Course Design

ThisbookisintendedforeducatorswhowanttouseCanvastoenhancetheirteachingorforeducatorswhoseinstitutionhasadoptedCanvasasitslearningmanagementsystem.Whetheryouarebrandnewtoonlinelearningoryouareaseasonedexpert,youwillbeabletomasterboththebasicfunctionsandtheadvancedfeaturesofCanvaswiththisbook.

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Hadoop Real-World Solutions Cookbook（Second Edition）

Readerswhohaveabasicknowledgeofbigdatasystemsandwanttoadvancetheirknowledgewithhands-onrecipes.

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網(wǎng)絡(luò)服務(wù)器架設(shè)（Windows Server+Linux Server）

本書介紹了網(wǎng)絡(luò)服務(wù)器架設(shè)的基本理論和實(shí)用操作。系統(tǒng)地講解了目前市場(chǎng)占有率最高的兩類操作系統(tǒng)WindowsServer和Linux下操作系統(tǒng)的安裝、網(wǎng)絡(luò)接入、DHCP服務(wù)器的架設(shè)、DNS服務(wù)器的架設(shè)、WWW服務(wù)器的架設(shè)、FTP服務(wù)器的架設(shè)、MAIL服務(wù)器的架設(shè)及各主流服務(wù)器架設(shè)過(guò)程中的故障排除，最后以一個(gè)綜合案例來(lái)整合所有項(xiàng)目。全書強(qiáng)調(diào)技術(shù)能力的培養(yǎng)，以操作案例為基礎(chǔ)，并有詳細(xì)的操作步驟，操作性極強(qiáng)。

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Data Visualization with D3.js Cookbook

Packedwithpracticalrecipes,thisisastep-by-stepguidetolearningdatavisualizationwithD3withthehelpofdetailedillustrationsandcodesamples.IfyouareadeveloperfamiliarwithHTML,CSS,andJavaScript,andyouwishtogetthemostoutofD3,thenthisbookisforyou.Thisbookcanalsoserveasadesktopquick-referenceguideforexperienceddatavisualizationdevelopers.

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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.

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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.

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玩轉(zhuǎn)機(jī)器人：基于Proteus的電路原理仿真（移動(dòng)視頻版）

本書主要分為上下兩篇，講解如何使用EDA軟件Proteus進(jìn)行電子設(shè)計(jì)。上篇共3章：第1章主要介紹EDA軟件Proteus及其使用方法。第2章主要講解在Proteus仿真數(shù)字電路中的主要知識(shí)，使讀者進(jìn)一步加深數(shù)字電路的基礎(chǔ)知識(shí)。第3章主要講解在Proteus仿真模擬電路中的主要知識(shí)，使讀者進(jìn)一步加深模擬電路的基礎(chǔ)知識(shí)。下篇共5章，即5個(gè)機(jī)器人電路實(shí)例。針對(duì)每個(gè)實(shí)例，從功能需求分析、繪制原理圖和單片機(jī)源程序等方面如何進(jìn)行機(jī)器人電子電路設(shè)計(jì)都進(jìn)行了詳細(xì)講解。

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Troubleshooting System Center Configuration Manager

IfyouarenewtoConfigurationManagerorhaveexperiencewithit,andareinterestedinidentifying,diagnosingandresolvingtheSystemCenterConfigurationManageradministrationissuesthenthisbookisforyou.

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Apache Spark Machine Learning Blueprints

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

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數(shù)碼照片處理輕松入門

本書根據(jù)中老年朋友學(xué)習(xí)數(shù)碼照片處理的特點(diǎn)，將“最實(shí)用、最常用”的數(shù)碼照片處理技能，通過(guò)“圖解+詳細(xì)操作步驟+多媒體視頻教學(xué)演示”的教學(xué)新模式展現(xiàn)給讀者。通過(guò)對(duì)本書的學(xué)習(xí)，中老年讀者朋友可以輕松而快速地掌握最實(shí)用、最流行的數(shù)碼照片處理技能，從而實(shí)現(xiàn)自己動(dòng)手處理數(shù)碼照片以及制作專業(yè)效果的目的。本書在內(nèi)容安排上注重中老年朋友日常生活、學(xué)習(xí)和工作中使用電腦處理數(shù)碼照片的需求，突出“常用、實(shí)用、易學(xué)”的特點(diǎn)。

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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.

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最簡(jiǎn)數(shù)據(jù)挖掘

TensorFlow Machine Learning Projects

Microsoft System Center Data Protection Manager Cookbook

Deep Learning Quick Reference

一本書讀懂大數(shù)據(jù)（全彩圖解版）

隨機(jī)分布控制系統(tǒng)的故障診斷與容錯(cuò)控制

氣動(dòng)系統(tǒng)裝調(diào)與PLC控制

Serverless Design Patterns and Best Practices

Godot Engine Game Development Projects

Canvas LMS Course Design

Hadoop Real-World Solutions Cookbook（Second Edition）

網(wǎng)絡(luò)服務(wù)器架設(shè)（Windows Server+Linux Server）

Data Visualization with D3.js Cookbook

Mastering Kibana 6.x

Python Reinforcement Learning Projects

玩轉(zhuǎn)機(jī)器人：基于Proteus的電路原理仿真（移動(dòng)視頻版）

Troubleshooting System Center Configuration Manager

Apache Spark Machine Learning Blueprints

數(shù)碼照片處理輕松入門

Salesforce for Beginners