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本書圍繞新工科背景下大數據人才培養需求編寫，既涵蓋了大數據的基礎知識，又介紹了大數據分析的相關工具與案例。全書共9章，介紹了大數據采集與預處理、大數據存儲與管理、大數據處理與分析、大數據可視化處理流程；重點分析了科大訊飛大數據平臺在政務、交通、金融和用戶畫像等實際場景中的應用，還介紹了大數據實驗環境的詳細搭建步驟，方便讀者快速理解和體驗大數據應用技術；最后介紹了大數據治理中法律政策、行業標準建設的最新進展，分析了大數據可能帶來的倫理風險和應對策略。

·14.5萬字

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Computer Vision Projects with OpenCV and Python 3

Pythonistheidealprogramminglanguageforrapidlyprototypinganddevelopingproduction-gradecodesforimageprocessingandComputerVisionwithitsrobustsyntaxandwealthofpowerfullibraries.Thisbookwillhelpyoudesignanddevelopproduction-gradeComputerVisionprojectstacklingreal-worldproblems.Withthehelpofthisbook,youwilllearnhowtosetupAnacondaandPythonforthemajorOSeswithcutting-edgethird-partylibrariesforComputerVision.You'lllearnstate-of-the-arttechniquesforclassifyingimages,findingandidentifyinghumanpostures,anddetectingfaceswithinvideos.YouwillusepowerfulmachinelearningtoolssuchasOpenCV,Dlib,andTensorFlowtobuildexcitingprojectssuchasclassifyinghandwrittendigits,detectingfacialfeatures,andmuchmore.Thebookalsocoverssomeadvancedprojects,suchasreadingtextfromlicenseplatesfromreal-worldimagesusingGoogle’sTesseractsoftware,andtrackinghumanbodyposesusingDeeperCutwithinTensorFlow.Bytheendofthisbook,youwillhavetheexpertiserequiredtobuildyourownComputerVisionprojectsusingPythonanditsassociatedlibraries.

·3.2萬字

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R Machine Learning Essentials

IfyouwanttolearnhowtodevelopeffectivemachinelearningsolutionstoyourbusinessproblemsinR,thisbookisforyou.Itwouldbehelpfultohaveabitoffamiliaritywithbasicobject-orientedprogrammingconcepts,butnopriorexperienceisrequired.

·4.3萬字

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Python數據分析、挖掘與可視化從入門到精通

本書分為4篇，第1篇是基礎入門篇，主要介紹數據分析與挖掘的基本概念及Python語言的數據分析基礎；第2篇是數據分析篇，主要介紹常用的數據分析方法；第3篇是數據挖掘篇，主要介紹常用的數據挖掘方法；第4篇是實戰應用篇，介紹兩個完整的數據分析與挖掘案例。

·10.9萬字

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Access 2010數據庫程序設計實踐教程

本書是主教材《Access2010數據庫程序設計》（邵敏敏、董保蓮、張楠主編，中國鐵道出版社出版）的配套實驗教材。本書內容包含課程實驗指導與全國計算機等級考試指導兩部分。課程實驗指導主要內容是與主教材同步的實驗以及全國計算機等級考試真題練習與解析，全國計算機等級考試指導主要包括全國計算機等級二級（Access數據庫程序設計）考試介紹以及模擬試題與解析。本書內容豐富，覆蓋面廣，有利于學生鞏固所學的知識，提高學生的操作能力與綜合應用能力。本書適合作為高等學校非計算機專業“數據庫技術及應用”課程的實驗教材，也可作為全國計算機等級考試二級（Access數據庫程序設計）的培訓教材，對從事數據庫應用系統開發的初學者也具有參考價值。

·8.4萬字

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Hands-On Deep Learning for Games

Thenumberofapplicationsofdeeplearningandneuralnetworkshasmultipliedinthelastcoupleofyears.Neuralnetshasenabledsignificantbreakthroughsineverythingfromcomputervision,voicegeneration,voicerecognitionandself-drivingcars.Gamedevelopmentisalsoakeyareawherethesetechniquesarebeingapplied.Thisbookwillgiveanindepthviewofthepotentialofdeeplearningandneuralnetworksingamedevelopment.Wewilltakealookatthefoundationsofmulti-layerperceptron’stousingconvolutionalandrecurrentnetworks.InapplicationsfromGANsthatcreatemusicortexturestoself-drivingcarsandchatbots.Thenweintroducedeepreinforcementlearningthroughthemulti-armedbanditproblemandotherOpenAIGymenvironments.AsweprogressthroughthebookwewillgaininsightsaboutDRLtechniquessuchasMotivatedReinforcementLearningwithCuriosityandCurriculumLearning.WealsotakeacloserlookatdeepreinforcementlearningandinparticulartheUnityML-Agentstoolkit.Bytheendofthebook,wewilllookathowtoapplyDRLandtheML-Agentstoolkittoenhance,testandautomateyourgamesorsimulations.Finally,wewillcoveryourpossiblenextstepsandpossibleareasforfuturelearning.

·8.2萬字

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Learning Proxmox VE

Thisbookisintendedforserverandsystemadministratorsandengineerswhoareeagertotakeadvantageofthepotentialofvirtualmachinesandcontainerstomanageserversmoreefficientlyandmakethebestuseofresources,fromenergyconsumptiontohardwareutilizationandphysicalrealestate

·3.3萬字

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云計算服務保障體系

云計算是一種商業計算模型，它將計算任務分布在大量計算機構成的資源池上，使用戶能夠按需獲取計算能力、存儲空間和信息服務。與以往的計算模式不同，云計算環境下，信息安全和服務保障問題更嚴重、更突出。本書從云計算的安全技術和服務質量評價兩個方面論述云計算服務保障的體系架構，安全技術方面主要闡述了基于可信計算的實時度量、基于角色的數據隔離訪問、云節點信任鏈的動態維護模型與驗證機制和多級安全訪問控制模型；服務質量評價方面提出基于動態篩選評價指標的云服務QoS模型（CSERVQUAL）和改進TOPSIS的云服務QoS評價方法（IEC-TOPSIS）。本書適合開發、維護和使用云計算服務的人員閱讀，可以作為云計算研究人員的參考書，也可以作為計算機與信息安全相關專業高年級本科和研究生階段教材。

·9.5萬字

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Managing Software Requirements the Agile Way

Learnhowtodeliversoftwarethatmeetsyourclients’needswiththehelpofastructured,end-to-endmethodologyformanagingsoftwarerequirementsandbuildingsuitablesystemsKeyFeatures*Learnhowtocommunicatewithaproject’sstakeholderstoelicitsoftwarerequirements*Dealeveryphaseoftherequirementlifecyclewithpragmaticmethodsandtechniques*ManagethesoftwaredevelopmentprocessanddeliververifiedrequirementsusingScrumandKanbanBookDescriptionDifficultyinaccuratelycapturingandmanagingrequirementsisthemostcommoncauseofsoftwareprojectfailure.Learninghowtoanalyzeandmodelrequirementsandproducespecificationsthatareconnectedtoworkingcodeisthesinglemostfundamentalstepthatyoucantaketowardprojectsuccess.Thisbookfocusesonadelineatedandstructuredmethodologythatwillhelpyouanalyzerequirementsandwritecomprehensive,verifiablespecifications.You'llstartbylearningaboutthedifferententitiesintherequirementsdomainandhowtodiscoverthembasedoncustomerinput.You’llthenexploretried-and-testedmethodssuchasimpactmappingandbehavior-drivendevelopment(BDD),alongwithnewtechniquessuchasD3andfeature-firstdevelopment.Thisbooktakesyouthroughtheprocessofmodelingcustomerrequirementsasimpactmapsandwritingthemasexecutablespecifications.You’llalsounderstandhowtoorganizeandprioritizeprojecttasksusingAgileframeworks,suchasKanbanandScrum,andverifyspecificationsagainstthedeliveredcode.Finally,you'llseehowtostartimplementingtherequirementsmanagementmethodologyinareal-lifescenario.Bytheendofthisbook,you'llbeabletomodelandmanagerequirementstocreateexecutablespecificationsthatwillhelpyoudeliversuccessfulsoftwareprojects.Whatyouwilllearn*Kick-starttherequirements-gatheringandanalysisprocessinyourfirstmeetingwiththeclient*Accuratelydefinesystembehaviorasfeatures*ModelanddescriberequiremententitiesusingImpactMappingandBDD*Createafeature-basedproductbackloganduseittodrivesoftwaredevelopment*Writeverificationcodetoturnfeaturesintoexecutablespecifications*DelivertherightsoftwareandrespondtochangeusingeitherScrumorKanban*ChooseappropriatesoftwaretoolstoprovidetransparencyandtraceabilitytoyourclientsWhothisbookisforThisbookisforsoftwareengineers,businessanalysts,productmanagers,projectmanagers,andsoftwareprojectstakeholderslookingtolearnavarietyoftechniquesandmethodologiesforcollatingaccuratesoftwarerequirements.Afundamentalunderstandingofthesoftwaredevelopmentlifecycle(SDLC)isneededtogetstartedwiththisbook.Althoughnotnecessary,basicknowledgeoftheAgilephilosophyandpractices,suchasScrum,alongwithsomeprogrammingexperiencewillhelpyoutogetthemostoutofthisbook.

·5萬字

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XNA 4 3D Game Development by Example：Beginner's Guide

Thisbookisastep-by-steptutorialthatincludescompletesourcecodeforallofthegamescovered.Itadoptsanengagingstyletoteachallthegamedevelopmentconcepts.Eachblockofcodeisexplained,andgamedevelopmentconceptsarediagrammedandcoveredindetail.Eachgamebeginswithaconceptdescriptionandconcludeswithsuggestionsforexpandingonthefinishedgame.Thisbookisintendedforreaderswhowanttocreate3DgamesusingtheXNAFramework.BasicknowledgeoftheC#programminglanguageand2DXNAconceptsarehelpful,butnotrequired.

·7.7萬字

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Near Field Communication with Android Cookbook

Aneasy-to-followguide,fullofhands-onexamplesofandreal-worldapplications.Eachrecipeisexplainedandplacedincontext.IfyouwanttolearnhowtocreateNFC-enabledAndroidapplications,thisisthebookforyou.PerhapsyoualreadyknowabitaboutAndroidapplicationdevelopmentsbuthaveneverusedNFC,orperhapsyouknowalittleaboutNFCandroiddevelopmentbutwantsomemoreadvancedfeaturesandexamples.Ineithercase,thisbookwillgetyouupandrunningquickly.YouareexpectedtohaveAndroidprogrammingknowledge.

·3.7萬字

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Neural Network Programming with TensorFlow

Thisbookismeantfordeveloperswithastatisticalbackgroundwhowanttoworkwithneuralnetworks.ThoughwewillbeusingTensorFlowastheunderlyinglibraryforneuralnetworks,bookcanbeusedasagenericresourcetobridgethegapbetweenthemathandtheimplementationofdeeplearning.IfyouhavesomeunderstandingofTensorflowandPythonandwanttolearnwhathappensatalevellowerthantheplainAPIsyntax,thisbookisforyou.

·3.7萬字

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Mockito Cookbook

Thisisafocusedguidewithlotsofpracticalrecipeswithpresentationsofbusinessissuesandpresentationofthewholetestofthesystem.ThisbookshowstheuseofMockito'spopularunittestingframeworkssuchasJUnit,PowerMock,TestNG,andsoon.Ifyouareasoftwaredeveloperwithnotestingexperience(especiallywithMockito)andyouwanttostartusingMockitointhemostefficientwaythenthisbookisforyou.ThisbookassumesthatyouhaveagoodknowledgelevelandunderstandingofJava-basedunittestingframeworks.

·5.9萬字

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數據庫技術與應用新概念教程（第二版）

本書是“十二五”普通高等教育本科國家級規劃教材，是數據庫原理及Access2010應用教材，書中內容結合醫學特點，以醫學數據為案例驅動教學。全書共分9章，從數據庫基礎知識開始，系統介紹了數據庫系統理論、數據表的創建和使用、數據查詢、窗體設計、報表操作、應用外部數據、宏命令及VBA編程，以及門診信息系統的案例設計。本書內容豐富，完整地表達了數據庫最常用的理論知識及實踐操作，適合作為醫學院校本科生數據庫應用技術課程的教材，也可作為各機構Access數據庫的培訓教材，以及全國計算機等級考試（二級Access）的參考書。

·16.6萬字

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CORS Essentials

WebdevelopershavebeenlimitedbytheSameOriginPolicyandoftenwishtheycouldspreadtheirapplicationacrossdifferentdomains.YouknowJavaScriptandAJAX,andhaverunupagainsttheSameDomainPolicy,whichislimitingyourapplications.

·3萬字

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Learn Unity ML-Agents：Fundamentals of Unity Machine Learning

ThisbookisintendedfordeveloperswithaninterestinusingMachinelearningalgorithmstodevelopbettergamesandsimulationswithUnity.ThereaderwillberequiredtohaveaworkingknowledgeofC#andabasicunderstandingofPython.

·4萬字

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Data Science Projects with Python

DataScienceProjectswithPythonisdesignedtogiveyoupracticalguidanceonindustry-standarddataanalysisandmachinelearningtoolsinPython,withthehelpofrealisticdata.ThebookwillhelpyouunderstandhowyoucanusepandasandMatplotlibtocriticallyexamineadatasetwithsummarystatisticsandgraphs,andextracttheinsightsyouseektoderive.Youwillcontinuetobuildonyourknowledgeasyoulearnhowtopreparedataandfeedittomachinelearningalgorithms,suchasregularizedlogisticregressionandrandomforest,usingthescikit-learnpackage.You’lldiscoverhowtotunethealgorithmstoprovidethebestpredictionsonnewand,unseendata.Asyoudelveintolaterchapters,you’llbeabletounderstandtheworkingandoutputofthesealgorithmsandgaininsightintonotonlythepredictivecapabilitiesofthemodelsbutalsotheirreasonsformakingthesepredictions.Bytheendofthisbook,youwillhavetheskillsyouneedtoconfidentlyusevariousmachinelearningalgorithmstoperformdetaileddataanalysisandextractmeaningfulinsightsfromunstructureddata.

·8.5萬字

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Visual Studio 2015 Cookbook（Second Edition）

IfyouareadeveloperexcitedaboutthenewfeaturesintroducedinVisualStudio2015,thennomatterwhatyourprogramminglanguageofchoiceis,VisualStudio2015Cookbookisforyou.YoushouldhaveagoodknowledgeofworkingwithpreviousversionsofVisualStudiotobenefitfromtherecipesinthisbook.

·7.6萬字

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碼上行動：利用Python與ChatGPT高效搞定Excel數據分析

本書內容分3個部分共12章。第1-4章主要介紹什么是數據分析，以及Python的編程環境和基礎語法知識。第5-9章主要介紹數據處理和分析的各種方法。第10-12章介紹了如何結合Python與Excel在實際工作中進行數據處理與分析操作。

·8.5萬字

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Architects of Intelligence

FinancialTimesBestBooksoftheYear2018TechRepublicTopBooksEveryTechieShouldReadBookDescriptionHowwillAIevolveandwhatmajorinnovationsareonthehorizon?Whatwillitsimpactbeonthejobmarket,economy,andsociety?Whatisthepathtowardhuman-levelmachineintelligence?Whatshouldwebeconcernedaboutasartificialintelligenceadvances?ArchitectsofIntelligencecontainsaseriesofin-depth,one-to-oneinterviewswhereNewYorkTimesbestsellingauthor,MartinFord,uncoversthetruthbehindthesequestionsfromsomeofthebrightestmindsintheArtificialIntelligencecommunity.Martinhaswide-rangingconversationswithtwenty-threeoftheworld'sforemostresearchersandentrepreneursworkinginAIandrobotics:DemisHassabis(DeepMind),RayKurzweil(Google),GeoffreyHinton(Univ.ofTorontoandGoogle),RodneyBrooks(RethinkRobotics),YannLeCun(Facebook),Fei-FeiLi(StanfordandGoogle),YoshuaBengio(Univ.ofMontreal),AndrewNg(AIFund),DaphneKoller(Stanford),StuartRussell(UCBerkeley),NickBostrom(Univ.ofOxford),BarbaraGrosz(Harvard),DavidFerrucci(ElementalCognition),JamesManyika(McKinsey),JudeaPearl(UCLA),JoshTenenbaum(MIT),RanaelKaliouby(Affectiva),DanielaRus(MIT),JeffDean(Google),CynthiaBreazeal(MIT),OrenEtzioni(AllenInstituteforAI),GaryMarcus(NYU),andBryanJohnson(Kernel).MartinFordisaprominentfuturist,andauthorofFinancialTimesBusinessBookoftheYear,RiseoftheRobots.HespeaksatconferencesandcompaniesaroundtheworldonwhatAIandautomationmightmeanforthefuture.MeetthemindsbehindtheAIsuperpowersastheydiscussthescience,businessandethicsofmodernartificialintelligence.ReadJamesManyika’sthoughtsonAIanalytics,GeoffreyHinton’sbreakthroughsinAIprogramminganddevelopment,andRanaelKaliouby’sinsightsintoAImarketing.ThisAIbookcollectstheopinionsoftheluminariesoftheAIbusiness,suchasStuartRussell(coauthoroftheleadingAItextbook),RodneyBrooks(aleaderinAIrobotics),DemisHassabis(chessprodigyandmindbehindAlphaGo),andYoshuaBengio(leaderindeeplearning)tocompleteyourAIeducationandgiveyouanAIadvantagein2019andthefuture.

·19.7萬字

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Computer Vision Projects with OpenCV and Python 3

R Machine Learning Essentials

Python數據分析、挖掘與可視化從入門到精通

Access 2010數據庫程序設計實踐教程

Hands-On Deep Learning for Games

Learning Proxmox VE

云計算服務保障體系

Managing Software Requirements the Agile Way

XNA 4 3D Game Development by Example：Beginner's Guide

Near Field Communication with Android Cookbook

Neural Network Programming with TensorFlow

Mockito Cookbook

數據庫技術與應用新概念教程（第二版）

CORS Essentials

Learn Unity ML-Agents：Fundamentals of Unity Machine Learning

Data Science Projects with Python

Visual Studio 2015 Cookbook（Second Edition）

碼上行動：利用Python與ChatGPT高效搞定Excel數據分析

Architects of Intelligence