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TargetedatthosewithanexistingfamiliaritywithRprogramming,thispracticalguidewillappealdirectlytoprogrammersinterestedinlearningeffectivedatavisualizationtechniqueswithRandawide-rangeofitsassociatedlibraries.

·5.8萬字

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Intelligent Projects Using Python

ThisbookwillbeaperfectcompanionifyouwanttobuildinsightfulprojectsfromleadingAIdomainsusingPython.ThebookcoversdetailedimplementationofprojectsfromallthecoredisciplinesofAI.Westartbycoveringthebasicsofhowtocreatesmartsystemsusingmachinelearninganddeeplearningtechniques.YouwillassimilatevariousneuralnetworkarchitecturessuchasCNN,RNN,LSTM,tosolvecriticalnewworldchallenges.Youwilllearntotrainamodeltodetectdiabeticretinopathyconditionsinthehumaneyeandcreateanintelligentsystemforperformingavideo-to-texttranslation.YouwillusethetransferlearningtechniqueinthehealthcaredomainandimplementstyletransferusingGANs.LateryouwilllearntobuildAI-basedrecommendationsystems,amobileappforsentimentanalysisandapowerfulchatbotforcarryingcustomerservices.YouwillimplementAItechniquesinthecybersecuritydomaintogenerateCaptchas.Lateryouwilltrainandbuildautonomousvehiclestoself-driveusingreinforcementlearning.YouwillbeusinglibrariesfromthePythonecosystemsuchasTensorFlow,Kerasandmoretobringthecoreaspectsofmachinelearning,deeplearning,andAI.Bytheendofthisbook,youwillbeskilledtobuildyourownsmartmodelsfortacklinganykindofAIproblemswithoutanyhassle.

·6.4萬字

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Unreal Development Kit Game Programming with UnrealScript：Beginner's Guide

Thisisastep-by-stepbookthatbuildsonyourknowledgebyaddingtoanexamplegameoverthecourseofeachchapter.Eachtopicusesexamplecodethatcanbecompiledandtestedtoshowhowthingsworkinsteadofjusttellingyou.Complicatedtasksarebrokendownintoeasytofollowstepswithclearexplanationsofwhateachlineofcodeisdoing.ThisbookiswrittenforbeginnerstoUnrealScript,whetherthisisyourfirstexperiencewithprogrammingoryou'recomingintoitfromanotherlanguageandwouldliketolearnhowUnrealScriptusesconceptsyou'realreadyfamiliarwith.IfyouwouldliketomakegameswiththeUnrealDevelopmentKit,thisbookisforyou.

·9.6萬字

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Building Smart LEGO MINDSTORMS EV3 Robots

Thisbookisforhobbyists,roboticengineers,andprogrammerswhounderstandthebasicsoftheEV3programminglanguageandarefamiliarwithbuildingwithLEGOTechnicandwanttotrysomeadvancedprojects.IfyouwanttolearnsomenewengineeringtechniquesandtakeyourexperiencewiththeEV3tothenextlevel,thenthisbookisforyou.

·4萬字

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WebGL Hotshot

Everychapterstartswitha'missionbriefing'sectionthatdescribeswhatistobeachievedbytheendofthechapter.Thisisfollowedwiththedecisionsandstepsrequiredtoaccomplishthemissionobjectivewithchallengestotaketheprojectfurther.Thescopeforthebookthusmimicstherealliferequirementsofadeveloperandgetsyoureadytosuccessfullybuildyourownproject.Ifyouareawebdesignerlookingtoexpandyourknowledgeof3Dgraphicsconceptsandbroadenyourexistingskillset,thenthisbookisforyou.Thoselookingforanintroductionto3DgraphicswillbenefitfromWebGLHotshotasitisaperfectguidetomaster3Dconcepts,helpingyoubuildanddeploy3Dworldsmuchquicker.ThebookassumesabasicknowledgeofHTML,thoughitcanbelearnedconcurrentlywhilereadingthisbook.Basicprogrammingknowledgeisuseful;however,thegraphicalnatureofweb3Dcontentallowsyoutolearnprogrammingthroughexperimentation.

·7.4萬字

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R Deep Learning Essentials

Deeplearningisapowerfulsubsetofmachinelearningthatisverysuccessfulindomainssuchascomputervisionandnaturallanguageprocessing(NLP).ThissecondeditionofRDeepLearningEssentialswillopenthegatesforyoutoentertheworldofneuralnetworksbybuildingpowerfuldeeplearningmodelsusingtheRecosystem.Thisbookwillintroduceyoutothebasicprinciplesofdeeplearningandteachyoutobuildaneuralnetworkmodelfromscratch.Asyoumakeyourwaythroughthebook,youwillexploredeeplearninglibraries,suchasKeras,MXNet,andTensorFlow,andcreateinterestingdeeplearningmodelsforavarietyoftasksandproblems,includingstructureddata,computervision,textdata,anomalydetection,andrecommendationsystems.You’llcoveradvancedtopics,suchasgenerativeadversarialnetworks(GANs),transferlearning,andlarge-scaledeeplearninginthecloud.Intheconcludingchapters,youwilllearnaboutthetheoreticalconceptsofdeeplearningprojects,suchasmodeloptimization,overfitting,anddataaugmentation,togetherwithotheradvancedtopics.Bytheendofthisbook,youwillbefullypreparedandabletoimplementdeeplearningconceptsinyourresearchworkorprojects.

·8.2萬字

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Hands-On Convolutional Neural Networks with TensorFlow

ConvolutionalNeuralNetworks(CNN)areoneofthemostpopulararchitecturesusedincomputervisionapps.ThisbookisanintroductiontoCNNsthroughsolvingreal-worldproblemsindeeplearningwhileteachingyoutheirimplementationinpopularPythonlibrary-TensorFlow.Bytheendofthebook,youwillbetrainingCNNsinnotime!Westartwithanoverviewofpopularmachinelearninganddeeplearningmodels,andthengetyousetupwithaTensorFlowdevelopmentenvironment.Thisenvironmentisthebasisforimplementingandtrainingdeeplearningmodelsinlaterchapters.Then,youwilluseConvolutionalNeuralNetworkstoworkonproblemssuchasimageclassification,objectdetection,andsemanticsegmentation.Afterthat,youwillusetransferlearningtoseehowthesemodelscansolveotherdeeplearningproblems.Youwillalsogetatasteofimplementinggenerativemodelssuchasautoencodersandgenerativeadversarialnetworks.Lateron,youwillseeusefultipsonmachinelearningbestpracticesandtroubleshooting.Finally,youwilllearnhowtoapplyyourmodelsonlargedatasetsofmillionsofimages.

·5.2萬字

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Machine Learning Projects for Mobile Applications

Machinelearningisatechniquethatfocusesondevelopingcomputerprogramsthatcanbemodifiedwhenexposedtonewdata.Wecanmakeuseofitforourmobileapplicationsandthisbookwillshowyouhowtodoso.Thebookstartswiththebasicsofmachinelearningconceptsformobileapplicationsandhowtogetwellequippedforfurthertasks.YouwillstartbydevelopinganapptoclassifyageandgenderusingCoreMLandTensorflowLite.YouwillexploreneuralstyletransferandgetfamiliarwithhowdeepCNNswork.WewillalsotakeacloserlookatGoogle’sMLKitfortheFirebaseSDKformobileapplications.Youwilllearnhowtodetecthandwrittentextonmobile.YouwillalsolearnhowtocreateyourownSnapchatfilterbymakinguseoffacialattributesandOpenCV.Youwilllearnhowtotrainyourownfoodclassificationmodelonyourmobile;allofthiswillbedonewiththehelpofdeeplearningtechniques.Lastly,youwillbuildanimageclassifieronyourmobile,compareitsperformance,andanalyzetheresultsonbothmobileandcloudusingTensorFlowLitewithanRCNN.Bytheendofthisbook,youwillnotonlyhavemasteredtheconceptsofmachinelearningbutalsolearnedhowtoresolveproblemsfacedwhilebuildingpowerfulappsonmobilesusingTensorFlowLite,Caffe2,andCoreML.

·3.8萬字

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Corona SDK Mobile Game Development：Beginner's Guide

Youwilllearnbydoing.FirstabriefcrashcourseinLuaandCorona.Oncethisisdoneyouwillbethrownstraightintocreatingfullyfunctionalcompletegameschapterbychapter.Certainchaptersarereservedforaddingadvancedfeaturessuchasmultipledeviceintegration,socialnetworkingandmonetization.ThisbookisforanyonewhowantstohaveagoatcreatingcommerciallysuccessfullygamesforAndroidandiOS.Youdon’tneedgamedevelopmentorprogrammingexperience.

·8.2萬字

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Mastering JavaServer Faces 2.2

AhomogenousguideintegratingthefeaturesofJSF2.x(2.0,2.1and2.2),followinga"learningthroughexamples"paradigmwithitsmainfocusontheadvancedconceptsofJSF.IfyouareawebdeveloperwhousesJSF,thisisthebookforyou.Cateringtoanintermediate-advancedaudience,thebookassumesyouhavefundamentalknowledgeofJSF.ItisintendedforthedeveloperwhowantstoimprovetheirskillswiththecombinedpowerofJSF2.0,2.1,and2.2.

·10.4萬字

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Mastering TensorFlow 1.x

Thisbookisfordatascientists,machinelearningengineers,artificialintelligenceengineers,andforallTensorFlowuserswhowishtoupgradetheirTensorFlowknowledgeandworkonvariousmachinelearninganddeeplearningproblems.Ifyouarelookingforaneasy-to-followguidethatunderlinestheintricaciesandcomplexusecasesofmachinelearning,youwillfindthisbookextremelyuseful.SomebasicunderstandingofTensorFlowisrequiredtogetthemostoutofthebook.

·6.9萬字

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Zabbix 4 Network Monitoring

Zabbix4NetworkMonitoringistheperfectstartingpointformonitoringtheperformanceofyournetworkdevicesandapplicationswithZabbix.Evenifyou’veneverusedamonitoringsolutionbefore,thisbookwillgetyouupandrunningquickly.You’lllearntomonitormoresophisticatedoperationswitheaseandsoonfeelincompletecontrolofyournetwork,readytomeetanychallengesyoumightface.Startingwiththeinstallation,youwilldiscoverthenewfeaturesinZabbix4.0.YouwillthengettogripswithnativeZabbixagentsandSimpleNetworkManagementProtocol(SNMP)devices.YouwillalsoexploreZabbix'sintegratedfunctionalityformonitoringJavaapplicationserversandVMware.Thisbookalsocoversnotifications,permissionmanagement,systemmaintenance,andtroubleshooting,soyoucanbeconfidentthateverypotentialchallengeandtaskisunderyourcontrol.Ifyou'reworkingwithlargerenvironments,you'llalsobeabletofindoutmoreaboutdistributeddatacollectionusingZabbixproxies.Onceyou'reconfidentandreadytoputtheseconceptsintopractice,youwillunderstandhowtooptimizeandimproveperformance.TroubleshootingnetworkissuesisvitalforanyoneworkingwithZabbix,sothebookalsohelpsyouworkthroughanytechnicalsnagsandglitchesyoumightface.Bytheendofthisbook,youwillhavelearnedmoreadvancedtechniquestofine-tuneyoursystemandmakesureitisinahealthystate.

·18.5萬字

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Hands-On Unsupervised Learning with Python

Unsupervisedlearningisaboutmakinguseofraw,untaggeddataandapplyinglearningalgorithmstoittohelpamachinepredictitsoutcome.Withthisbook,youwillexploretheconceptofunsupervisedlearningtoclusterlargesetsofdataandanalyzethemrepeatedlyuntilthedesiredoutcomeisfoundusingPython.Thisbookstartswiththekeydifferencesbetweensupervised,unsupervised,andsemi-supervisedlearning.Youwillbeintroducedtothebest-usedlibrariesandframeworksfromthePythonecosystemandaddressunsupervisedlearninginboththemachinelearninganddeeplearningdomains.Youwillexplorevariousalgorithms,techniquesthatareusedtoimplementunsupervisedlearninginreal-worldusecases.Youwilllearnavarietyofunsupervisedlearningapproaches,includingrandomizedoptimization,clustering,featureselectionandtransformation,andinformationtheory.Youwillgethands-onexperiencewithhowneuralnetworkscanbeemployedinunsupervisedscenarios.YouwillalsoexplorethestepsinvolvedinbuildingandtrainingaGANinordertoprocessimages.Bytheendofthisbook,youwillhavelearnedtheartofunsupervisedlearningfordifferentreal-worldchallenges.

·8.6萬字

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Avid Media Composer 6.x Cookbook

WritteninaCookbookstyle,it'spackedwithlogically-sequencedrecipestogaindeeperunderstandingofthesoftware.Eachrecipecontainsstep-by-stepinstructionsfollowedbyanalysisofwhatwasdoneineachtaskandotherusefulinformation.Thebookisdesignedsothatyoucanreaditchapterbychapter,oryoucanlookatthelistofrecipesandrefertotheminnoparticularorder.IfyouarenewtoeditingwithAvid,thisbookwillhelpyougetthemostoutofAvidMediaComposerrightfromthestart.EvenifyouareintermediatelyexperiencedwithAvid,youwilldiscovernewmethodsandgainadeeperunderstandingtotakeyourAvidexperiencetothenextlevel,withgreaterconfidence.

·13.1萬字

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Learning Microsoft Cognitive Services

MicrosoftCognitiveServicesisasetofAPIsforaddingintelligencetoyourapplicationandleveragethepowerofAItosolveanybusinessproblemusingthecognitivecapabilities.ThisbookwillbeyourpracticalguidetoworkingwithcognitiveAPIsdevelopedbyMicrosoftandprovidedwiththeAzureplatformtodevelopersandbusinesses.YouwilllearntointegratetheAPIswithyourapplicationsinVisualStudio.Thebookintroducesyoutoabout24APIsincludingEmotion,Language,Vision,Speech,Knowledge,andSearchamongothers.Withtheeasy-to-followexamplesyouwillbeabletodevelopapplicationsforimageprocessing,speechrecognition,textprocession,andsoontoenhancethecapabilityofyourapplicationstoperformmorehuman-liketasks.Goingahead,thebookwillhelpyouworkwiththedatasetsthatenableyourapplicationstoprocessvariousdatainformofimage,videos,andtexts.Bytheendofthebook,youwillgetconfidenttoexploretheCognitiveServicesAPIsforyourapplicationsandmakethemintelligentfordeployinginbusinesses.

·5.9萬字

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PlayStation?Mobile Development Cookbook

Writtenasaseriesofengagingandpracticalrecipes,thisessentialCookbookhasbeenmeticulouslydesignedandreviewedinordertoprovideyouwiththeultimatereferenceforPlayStation?Mobiledevelopment.Ifyou'vegotsomepriorexperiencewithC#andwanttocreateawesomeprojectsforthePlayStation?VitaandPlayStation?Certifieddevices,thenthisbookisforyou.

·5.9萬字

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Learning Stencyl 3.x Game Development Beginner's Guide

Astep-by-step,practicaltutorialwithano-nonsenseapproach.Thebookstartsbyshowingreadershowtocreateaplayablegamethatisfully-functioning,thenmovesontodemonstratehowtofine-tunethegamewitheye-catchinggraphicstechniques,audio-effectsandmore.ThisbookisforindieandexistinggamedevelopersandthosewhowanttogetstartedwithgamedevelopmentusingStencyl.SomeunderstandingofObjective-C,C++,andgamedevelopmentbasicsisrecommended.Peoplewithsomeprogrammingexperiencemayalsofindthisbookuseful.

·9.4萬字

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Cardboard VR Projects for Android

ThebookisforestablishedAndroiddeveloperswithagoodknowledgelevelofJava.NopriorOpenGLorgraphicsknowledgeisrequired.NopriorexperiencewithGoogleCardboardisexpected,butthosewhoarefamiliarwithCardboardandarelookingforprojectstoexpandtheirknowledgecanalsobenefitfromthisbook.

·8萬字

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Learning Less.js

IfyouareadesignerordeveloperwhowantstoquicklylearnhowtoharnessthepowerofLess.jstowritemoreefficientCSSstylesthatcanbeappliedtoawebsiteofanysize,thenthisbookisforyou.ThisbookwillhelpyoumasterboththebasicfunctionsandadvancedfeaturesofLess.js.ItwouldbehelpfultohavesomefamiliarityofwritingCSSstyles,althoughnopriorexperienceofusingCSSpreprocessorsisrequired.

·8.2萬字

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Visual Media Processing Using Matlab Beginner's Guide

Writteninafriendly,Beginner'sGuideformat,showingtheuserhowtousethedigitalmediaaspectsofMatlab(image,video,sound)inapractical,tutorial-basedstyle.ThisisgreatfornoviceprogrammersinanylanguagewhowouldliketouseMatlabasatoolfortheirimageandvideoprocessingneeds,andalsocomesinhandyforphotographersorvideoeditorswithevenlessprogrammingexperiencewantingtofindanall-in-onetoolfortheirtasks.

·8萬字

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R Graphs Cookbook Second Edition

Intelligent Projects Using Python

Unreal Development Kit Game Programming with UnrealScript：Beginner's Guide

Building Smart LEGO MINDSTORMS EV3 Robots

WebGL Hotshot

R Deep Learning Essentials

Hands-On Convolutional Neural Networks with TensorFlow

Machine Learning Projects for Mobile Applications

Corona SDK Mobile Game Development：Beginner's Guide

Mastering JavaServer Faces 2.2

Mastering TensorFlow 1.x

Zabbix 4 Network Monitoring

Hands-On Unsupervised Learning with Python

Avid Media Composer 6.x Cookbook

Learning Microsoft Cognitive Services

PlayStation?Mobile Development Cookbook

Learning Stencyl 3.x Game Development Beginner's Guide

Cardboard VR Projects for Android

Learning Less.js

Visual Media Processing Using Matlab Beginner's Guide