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Deeplearningfindspracticalapplicationsinseveraldomains,whileRisthepreferredlanguagefordesigninganddeployingdeeplearningmodels.ThisLearningPathintroducesyoutothebasicsofdeeplearningandeventeachesyoutobuildaneuralnetworkmodelfromscratch.Asyoumakeyourwaythroughthechapters,you’llexploredeeplearninglibrariesandunderstandhowtocreatedeeplearningmodelsforavarietyofchallenges,rightfromanomalydetectiontorecommendationsystems.Thebookwillthenhelpyoucoveradvancedtopics,suchasgenerativeadversarialnetworks(GANs),transferlearning,andlarge-scaledeeplearninginthecloud,inadditiontomodeloptimization,overfitting,anddataaugmentation.Throughreal-worldprojects,you’llalsogetuptospeedwithtrainingconvolutionalneuralnetworks(CNNs),recurrentneuralnetworks(RNNs),andlongshort-termmemorynetworks(LSTMs)inR.BytheendofthisLearningPath,you’llbewellversedwithdeeplearningandhavetheskillsyouneedtoimplementanumberofdeeplearningconceptsinyourresearchworkorprojects.ThisLearningPathincludescontentfromthefollowingPacktproducts:RDeepLearningEssentials-SecondEditionbyJoshuaF.WileyandMarkHodnett.RDeepLearningProjectsbyYuxi(Hayden)LiuandPabloMaldonado.

·11.5萬字

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Practical Convolutional Neural Networks

Thisbookisfordatascientists,machinelearninganddeeplearningpractitioners,CognitiveandArtificialIntelligenceenthusiastswhowanttomoveonestepfurtherinbuildingConvolutionalNeuralNetworks.Gethands-onexperiencewithextremedatasetsanddifferentCNNarchitecturestobuildefficientandsmartConvNetmodels.BasicknowledgeofdeeplearningconceptsandPythonprogramminglanguageisexpected.

·4.2萬字

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MySQL數據庫基礎實例教程

本書較全面地介紹了MySQL數據庫的基礎知識及其應用。本書共11章，包括數據庫基礎，MySQL的安裝與配置，數據庫的基本操作，數據表的基本操作，表數據的增、改、刪操作，數據查詢，視圖，索引，存儲過程與觸發器，事務，數據安全等內容。本書采用案例教學方式，每章以應用實例的方式闡述知識要點，再通過實訓項目分析綜合應用，最后輔以思考與練習鞏固所學知識。應用實例、實訓項目、思考與練習這3個部分分別采用3個不同的數據庫項目貫穿始末。本書既可作為計算機相關專業和非計算機專業數據庫基礎或數據庫開發課程的教材，也可作為計算機軟件開發人員、從事數據庫管理與維護工作的專業人員、廣大計算機愛好者的自學用書。

·7.8萬字

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Machine Learning for Mobile

Machinelearningpresentsanentirelyuniqueopportunityinsoftwaredevelopment.Itallowssmartphonestoproduceanenormousamountofusefuldatathatcanbemined,analyzed,andusedtomakepredictions.Thisbookwillhelpyoumastermachinelearningformobiledeviceswitheasy-to-follow,practicalexamples.Youwillbeginwithanintroductiontomachinelearningonmobilesandgraspthefundamentalssoyoubecomewell-acquaintedwiththesubject.Youwillmastersupervisedandunsupervisedlearningalgorithms,andthenlearnhowtobuildamachinelearningmodelusingmobile-basedlibrariessuchasCoreML,TensorFlowLite,MLKit,andFritzonAndroidandiOSplatforms.Indoingso,youwillalsotacklesomecommonandnot-so-commonmachinelearningproblemswithregardtoComputerVisionandotherreal-worlddomains.Bytheendofthisbook,youwillhaveexploredmachinelearningindepthandimplementedon-devicemachinelearningwithease,therebygainingathoroughunderstandingofhowtorun,create,andbuildreal-timemachine-learningapplicationsonyourmobiledevices.

·5.1萬字

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R Object-oriented Programming

Thisbookisdesignedforpeoplewithsomeexperienceinbasicprogrammingpractices.ItisalsoassumedthattheyhavesomebasicexperienceusingRandarefamiliarusingthecommandlineinanRenvironment.Ourprimarygoalistoraiseabeginnertoamoreadvancedleveltomakehim/hermorecomfortablecreatingprogramsandextendingRtosolvecommonproblems.

·3.5萬字

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新媒體數據分析基礎教程

本書共8章，第1章介紹新媒體數據分析的基礎知識；第2章介紹各種新媒體數據分析指標；第3章介紹新媒體數據的采集；第4章介紹新媒體數據處理；第5章介紹新媒體數據分析的思維和方法；第6章介紹新媒體數據可視化；第7章介紹不同新媒體平臺的數據分析方法和實戰技能；第8章介紹新媒體數據分析報告的制作。

·9.2萬字

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Ethereum Projects for Beginners

Ethereumenablesthedevelopmentofefficient,smartcontractsthatcontaincode.Thesesmartcontractscaninteractwithothersmartcontractstomakedecisions,storedata,andsendEthertoothers.EthereumProjectsforBeginnersprovidesyouwithaclearintroductiontocreatingcryptocurrencies,smartcontracts,anddecentralizedapplications.Asyoumakeyourwaythroughthebook,you’llgettogripswithdetailedstep-by-stepprocessestobuildadvancedEthereumprojects.EachprojectwillteachyouenoughaboutEthereumtobeproductiverightaway.Youwilllearnhowtokenizationworks,thinkinadecentralizedway,andbuildblockchain-baseddistributedcomputingsystems.Towardstheendofthebook,youwilldevelopinterestingEthereumprojectssuchascreatingwalletsandsecuredatasharing.Bytheendofthisbook,youwillbeabletotackleblockchainchallengesbyimplementingend-to-endprojectsusingthefullpoweroftheEthereumblockchain.

·1.5萬字

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TextMate How-to

TextMateHow-Toaddressessentialtasksthroughrecipestohitthegroundrunningandgetstartedwithpracticalsolutionstocommonquestions.Thisbookisgearedtowardbeginningandintermediatewebdevelopersanddesignerswhowanttoexpeditetheircoding.ThoughTextMatecanalsoworkverywellasaplaintexteditor,someexperiencewithaprogrammingorscriptinglanguagewhetherit'sHTML,CSS,PHP,orRubyishelpfultounderstandthedepthtosomeoftheexamplesprovided.

·1.1萬字

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Creating Mobile Apps with Appcelerator Titanium

CreatingMobileAppswithAppceleratorTitaniumprovidesahands-onapproachandworkingexamplesoncreatingappsandgamesaswellasembeddingthemontoasocialnetworkingwebsite.Developerscanthenmoveonfromtheretodeveloptheirownapplicationsbasedontheonestheyhavedevelopedthroughoutthecourseofthisbook.CreatingMobileAppswithAppceleratorTitaniumisfordeveloperswhohaveexperiencewithmodernlanguagesanddevelopmentenvironments.Also,ifyouarefamiliarwiththeconceptsofObject-orientedProgramming(OOP),reusablecomponents,AJAXclosures,andsoon,thisbookwillhelpyouleveragethatknowledgeinmobiledevelopment.ThisbookwillalsocatertoTitaniumuserswhowishtoknowmoreaboutTitanium’sbroadrangeofcapabilitiesandwillhelpyoutoexpandTitanium'sbasicsetoffeaturesbyusingextensionmodules.

·6.6萬字

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Learning Construct 2

Ifyouwanttomakeyourowngamebutdon'tknowhowtostartordon'thavethetechnicalskillstodoit,thenthisisthebookforyou.Youdon'tneedtohaveaprogrammingbackgroundtounderstandtheconceptsexplained.

·5.8萬字

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Visual Studio 2013 and .NET 4.5 Expert Cookbook

IfyouareaVisualStudio2013or.NETdeveloperwhowouldliketosharpenyourexistingskillsetandadapttonew.NETtechnologies,thisisthebookforyou.Abasicunderstandingof.NETandC#isrequired.

·6.6萬字

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Implementing DevOps with Microsoft Azure

ThisbookisforDevOpsengineers,systemadministrators,anddevelopers(.net)whowanttoimplementDevOpsfortheirorganization.YoudonotneedtohaveanyknowledgeofVSTSorAzureAppServices(AzureWebApps/AzureWebsites).

·3.5萬字

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Nagios Core Administrators Cookbook

ThisbookiswritteninCookbookstyle,beginningwithrecipesbasedonbasicstructurewhichgraduallyprogressestowardsusingNagiosCoreasamonitoringframework.ThisbookisforSystemAdministratorswhoarelookingforrecipestohelpthemdealwithadvancednetworkmonitoringissueswithNagiosCore.

·8.6萬字

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Google Visualization API Essentials

Thisbookisastep-by-steptutorialfullofdiagrams,coreconceptexplanations,bestpracticetips,andlinkstoworkingbookexamples.Thisbookwillshowyouhowcreateweb-readydatavisualizationsusingGoogle’sinfrastructure.SomeHTMLknowledgeistheonlyrequirement,althoughsomeJavaScriptknowledgeisalsohelpful.

·4.2萬字

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C# 7 and .NET Core 2.0 High Performance

Thisbookisfor.NETdeveloperslookingatimprovingthespeedoftheircodeorsimplywantingtotaketheirskillstothenextlevel.BasicC#knowledgeisassumed.

·5.2萬字

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Java 9 Dependency Injection

ThisbookisforJavadeveloperswhowouldliketoimplementDIintheirapplication.PriorknowledgeoftheSpringandGuiceframeworksandJavaprogrammingisassumed.

·4.9萬字

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Effective Amazon Machine Learning

Thisbookisintendedfordatascientistsandmanagersofpredictiveanalyticsprojects;itwillteachbeginner-toadvanced-levelmachinelearningpractitionershowtoleverageAmazonMachineLearningandcomplementtheirexistingDataSciencetoolbox.NosubstantivepriorknowledgeofMachineLearning,DataScience,statistics,orcodingisrequired.

·6.1萬字

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Configuration Management with Chef-Solo

Thisisastep-by-stepguide,fullofhands-onexamplesofreal-worlddeploymenttasks.Eachtopicisexplainedandplacedincontext,whilealsopointingoutthekeydetailsoftheconceptsused.Thisbookisaimedatsystemadministratorsandsystemengineerswhohaveanunderstandingofconfigurationmanagementtoolsandinfrastructure.Fornoviceadministrators,itcontainseasy-to-useapplicationrecipestogetstartedimmediately.

·2.2萬字

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SQL Server 2012實用教程

本書由淺入深地介紹了SQLServer2012數據庫的基本知識、數據庫系統的設計與實現。內容包括系統認識數據庫、初識SQLServer2012、數據庫的創建和管理、表的創建和管理、索引的創建和管理、表中數據的查詢、Transact-SQL編程、視圖的創建和管理、存儲過程的創建和管理、觸發器的創建和管理、數據庫的安全性管理以及數據庫的恢復與傳輸。本書以成績管理數據庫AMDB為實例貫穿全書，在最后一章還提供了完整的“圖書租借系統數據庫設計”供學生進行深入學習。本書結構合理、思路清晰、內容豐富，適合作為高等院校“數據庫應用”課程的教材，也可以供數據庫開發與維護人員參考。

·9.4萬字

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Mastering Ninject for Dependency Injection

MasteringNinjectforDependencyInjectionteachesyouthemostpowerfulconceptsofNinjectinasimpleandeasy-to-understandformatusinglotsofpracticalexamples,diagrams,andillustrations.MasteringNinjectforDependencyInjectionisaimedatsoftwaredevelopersandarchitectswhowishtocreatemaintainable,extensible,testable,andlooselycoupledapplications.SinceNinjecttargetsthe.NETplatform,thisbookisnotsuitableforsoftwaredevelopersofotherplatforms.Beingfamiliarwithdesignpatternssuchassingletonorfactorywouldbebeneficial,butnoknowledgeofdependencyinjectionorIoCisassumed.

·2.9萬字

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Deep Learning with R for Beginners