MG新版不朽情缘大平台

Althoughmachinelearningisanexcitingworldtoexplore,youmayfeelconfusedbyallofitstheoreticalaspects.AsaJavadeveloper,youwillbeusedtotellingthecomputerexactlywhattodo,insteadofbeingshownhowdataisgenerated;thiscausesmanydeveloperstostruggletoadapttomachinelearning.ThegoalofthisbookistowalkyouthroughtheprocessofefficientlytrainingmachinelearninganddeeplearningmodelsforComputerVisionusingthemostup-to-datetechniques.Thebookisdesignedtofamiliarizeyouwithneuralnetworks,enablingyoutotrainthemefficiently,customizeexistingstate-of-the-artarchitectures,buildreal-worldJavaapplications,andgetgreatresultsinashortspaceoftime.Youwillbuildreal-worldComputerVisionapplications,rangingfromasimpleJavahandwrittendigitrecognitionmodeltoreal-timeJavaautonomouscardrivingsystemsandfacerecognitionmodels.Bytheendofthisbook,youwillhavemasteredthebestpracticesandmoderntechniquesneededtobuildadvancedComputerVisionJavaapplicationsandachieveproduction-gradeaccuracy.

·4.4萬字

會員

iOS 5 Essentials

EachchapterwilltakeyouthroughanewmajorfeatureofiOS5.Youwilllearnhowtointegrateeachfeatureintoyourapplications.IfyoueverwantedtolearnaboutthelatestfeaturesofiOS5andlearnhowtoincorporateTwitter,iCloudandCoreImageframeworkeffectsfunctionalityintoyourapplications,thenthisbookisforyou.YoushouldhaveagoodknowledgeofprogrammingexperiencewithObjective-C,andhaveusedXcode4.iPhoneprogrammingexperienceisnotrequired.

·4.4萬字

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Practical Convolutional Neural Networks

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

·4.2萬字

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Unity 5.x Game AI Programming Cookbook

ThisbookisintendedforthosewhoalreadyhaveabasicknowledgeofUnityandareeagertogetmoretoolsundertheirbelttosolveAIandgameplay-relatedproblems.

·4.3萬字

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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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Hands-On Meta Learning with Python

Metalearningisanexcitingresearchtrendinmachinelearning,whichenablesamodeltounderstandthelearningprocess.UnlikeotherMLparadigms,withmetalearningyoucanlearnfromsmalldatasetsfaster.Hands-OnMetaLearningwithPythonstartsbyexplainingthefundamentalsofmetalearningandhelpsyouunderstandtheconceptoflearningtolearn.Youwilldelveintovariousone-shotlearningalgorithms,likesiamese,prototypical,relationandmemory-augmentednetworksbyimplementingtheminTensorFlowandKeras.Asyoumakeyourwaythroughthebook,youwilldiveintostate-of-the-artmetalearningalgorithmssuchasMAML,Reptile,andCAML.YouwillthenexplorehowtolearnquicklywithMeta-SGDanddiscoverhowyoucanperformunsupervisedlearningusingmetalearningwithCACTUs.Intheconcludingchapters,youwillworkthroughrecenttrendsinmetalearningsuchasadversarialmetalearning,taskagnosticmetalearning,andmetaimitationlearning.Bytheendofthisbook,youwillbefamiliarwithstate-of-the-artmetalearningalgorithmsandabletoenablehuman-likecognitionforyourmachinelearningmodels.

·4萬字

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Learn Unity ML-Agents：Fundamentals of Unity Machine Learning

ThisbookisintendedfordeveloperswithaninterestinusingMachinelearningalgorithmstodevelopbettergamesandsimulationswithUnity.ThereaderwillberequiredtohaveaworkingknowledgeofC#andabasicunderstandingofPython.

·4萬字

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數字化轉型架構與方法

本圖書注重數字化轉型的根本任務、核心路徑、關鍵驅動要素。從價值體系優化、創新和重構，新型能力建設，數據要素驅動提出系統化推進數字化轉型的一整套參考架構，提出能力單元的模型及建設要點，具有系統性、針對性、可執行性，具有很高的應用價值。本圖書從按照價值體系優化、創新和重構的要求提出數字化轉型的主要視角，以新型能力建設為主線提出數字化轉型的過程方法，圍繞數據要素驅動作用的逐步發揮提出數字化轉型的發展階段要求，構建一套數字化轉型參考架構，從而支持相關各方更加系統化、體系化、全局化推進數字化轉型這一復雜巨系統工程。本圖書面向開展數字化轉型的企業及提供數字化轉型服務的各類組織。

·4.2萬字

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Gideros Mobile Game Development

Thisbookisadetailedguidetocreateanddeploymobilegamesonmultiplemobileplatformswithanemphasisonpracticalexamplesthathelpyoulearnhowtomakeyourowngamesquicklyandefficiently.Thisbookisfordeveloperswhoarenewtomobilegamedevelopmentorwhohavetriedthenativedevelopmentofmobilegamesandwantasimpler,fastertoolthatcansupportawidevarietyofplatformsanddevices.ReadersareexpectedtobeatleastpartiallyfamiliarwiththeLuagamescriptinglanguagethatGiderosusesforitsscripts.

·3.8萬字

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Neural Network Programming with TensorFlow

Thisbookismeantfordeveloperswithastatisticalbackgroundwhowanttoworkwithneuralnetworks.ThoughwewillbeusingTensorFlowastheunderlyinglibraryforneuralnetworks,bookcanbeusedasagenericresourcetobridgethegapbetweenthemathandtheimplementationofdeeplearning.IfyouhavesomeunderstandingofTensorflowandPythonandwanttolearnwhathappensatalevellowerthantheplainAPIsyntax,thisbookisforyou.

·3.7萬字

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Hands-On Big Data Analytics with PySpark

ApacheSparkisanopensourceparallel-processingframeworkthathasbeenaroundforquitesometimenow.OneofthemanyusesofApacheSparkisfordataanalyticsapplicationsacrossclusteredcomputers.Inthisbook,youwillnotonlylearnhowtouseSparkandthePythonAPItocreatehigh-performanceanalyticswithbigdata,butalsodiscovertechniquesfortesting,immunizing,andparallelizingSparkjobs.Youwilllearnhowtosourcedatafromallpopulardatahostingplatforms,includingHDFS,Hive,JSON,andS3,anddealwithlargedatasetswithPySparktogainpracticalbigdataexperience.Thisbookwillhelpyouworkonprototypesonlocalmachinesandsubsequentlygoontohandlemessydatainproductionandatscale.ThisbookcoversinstallingandsettingupPySpark,RDDoperations,bigdatacleaningandwrangling,andaggregatingandsummarizingdataintousefulreports.YouwillalsolearnhowtoimplementsomepracticalandproventechniquestoimprovecertainaspectsofprogrammingandadministrationinApacheSpark.Bytheendofthebook,youwillbeabletobuildbigdataanalyticalsolutionsusingthevariousPySparkofferingsandalsooptimizethemeffectively.

·3.6萬字

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Hands-On Machine Learning with Microsoft Excel 2019

Wehavemadehugeprogressinteachingcomputerstoperformdifficulttasks,especiallythosethatarerepetitiveandtime-consumingforhumans.Excelusers,ofalllevels,canfeelleftbehindbythisinnovationwave.ThetruthisthatalargeamountoftheworkneededtodevelopanduseamachinelearningmodelcanbedoneinExcel.Thebookstartsbygivingageneralintroductiontomachinelearning,makingeveryconceptclearandunderstandable.Then,itshowseverystepofamachinelearningproject,fromdatacollection,readingfromdifferentdatasources,developingmodels,andvisualizingtheresultsusingExcelfeaturesandofferings.Ineverychapter,thereareseveralexamplesandhands-onexercisesthatwillshowthereaderhowtocombineExcelfunctions,add-ins,andconnectionstodatabasesandtocloudservicestoreachthedesiredgoal:buildingafulldataanalysisflow.Differentmachinelearningmodelsareshown,tailoredtothetypeofdatatobeanalyzed.Attheendofthebook,thereaderispresentedwithsomeadvancedusecasesusingAutomatedMachineLearning,andartificialneuralnetwork,whichsimplifiestheanalysistaskandrepresentsthefutureofmachinelearning.

·3.5萬字

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R Object-oriented Programming

Thisbookisdesignedforpeoplewithsomeexperienceinbasicprogrammingpractices.ItisalsoassumedthattheyhavesomebasicexperienceusingRandarefamiliarusingthecommandlineinanRenvironment.Ourprimarygoalistoraiseabeginnertoamoreadvancedleveltomakehim/hermorecomfortablecreatingprogramsandextendingRtosolvecommonproblems.

·3.5萬字

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Implementing DevOps with Microsoft Azure

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

·3.5萬字

會員

Unity for Architectural Visualization

AtutorialpackedwithpracticalexamplesandscreenshotstohelpyoubecomeanexpertinarchitecturalvisualizationusingUnity.Thisbookiswrittenforstudentsandprofessionalarchitectswhoknowhowtomodelbuildingsin3Dandhaveaneedtoturntheirdesignintoaninteractivemodel,evenifyouhaveneverusedUnitybefore.Experiencewithvisualizationandprogrammingwillbehelpful,butisnotrequiredtofollowalong.Youwilllearnallthebasicsthroughoutwiththehelpofstep-by-stepexamples.ThemajorityoftheexamplesworkfineinanyrecentversionoftheUnitysoftware,onWindowsorMac,butoccasionallyfeaturesoftheProversionarerequired.

·3.5萬字

會員

Creating Dynamic UIs with Android Fragments（Second Edition）

ThisbookisfordeveloperswithabasicunderstandingofAndroidprogrammingwhowouldliketoimprovetheappearanceandusabilityoftheirapplicationsbycreatingamoreinteractiveuserexperienceanddynamicallyadaptiveUIs;providingbettersupportfortabletsandsmartphonesinasingleapp;andreducingthecomplexityofmanagingappUIs.

·3.4萬字

會員

Node.js High Performance

Node.jsisatoolwritteninC,whichallowsyoutouseJavaScriptontheserver-side.HighperformanceonaplatformlikeNode.jsisknowinghowtotakeadvantageofeveryaspectofyourhardware,helpingmemorymanagementactatitsbest,andcorrectlydecidinghowtoarchitectacomplexapplication.Donotpanicifyourapplicationsstartconsumingalotofmemory;insteadspottheleakandsolveitfastwithNode.jsbymonitoringandstoppingitbeforeitbecomesanissue.Thisbookwillprovideyouwiththeskillsyouneedtoanalyzetheperformanceofyourapplicationandmonitortheaspectsthatcanandshouldbe.StartingwithperformanceanalysisconceptsandtheirimportanceinhelpingNode.jsdeveloperseliminateperformancebottlenecks,thisbookwilltakeyouthroughdevelopmentpatternstoavoidperformancepenalties.Youwilllearntheimportanceofgarbagecollectionanditsbehaviour,anddiscoverhowtoprofileyourprocessor,allowingbetterperformanceandscalability.Youwillthenlearnaboutthedifferenttypesofdatastoragemethods.Movingon,youwillgettogripswithtestingandbenchmarkingapplicationstoavoidunknownapplicationtestzones.Lastly,youwillexplorethelimitsthatexternalcomponentscanimposeinyourapplicationintheformofbottlenecks.Byfollowingtheexamplesineachchapter,youwilldiscovertipstogettingbetterperformingapplicationsbyavoidinganti-patternsandstretchingthelimitsofyourenvironmentasmuchaspossible.

·3.3萬字

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Learning Proxmox VE

Thisbookisintendedforserverandsystemadministratorsandengineerswhoareeagertotakeadvantageofthepotentialofvirtualmachinesandcontainerstomanageserversmoreefficientlyandmakethebestuseofresources,fromenergyconsumptiontohardwareutilizationandphysicalrealestate

·3.3萬字

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Unity AI Programming Essentials

ThisbookisaimedatdeveloperswhoknowthebasicsofgamedevelopmentwithUnityandwanttolearnhowtoaddAItotheirgames.YoudonotneedanypreviousAIknowledge;thisbookwillexplainalltheessentialAIconceptsandshowyouhowtoaddandusetheminyourgames.

·3.3萬字

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Oracle J.D.Edwards技術與應用：基礎篇

本書是《OracleJ.D.Edwards技術與應用叢書》系列叢書的基礎篇，全書共分五章，通過介紹信息化的概念和內容，從而引出企業信息化的ERP的概念，及在企業實現ERP的軟件應用系統OracleJDE系統。進而以企業應用JDE為主線，通過一些模擬企業的使用場景，讓讀者學習JDE的基本應用功能、財務、分銷和生產管理的使用方法、JDE的項目實施方法學和JDEOBA(OracleBusinessAccelerated)(Oracle業務加速器)。

·15.1萬字

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Hands-On Java Deep Learning for Computer Vision

iOS 5 Essentials

Practical Convolutional Neural Networks

Unity 5.x Game AI Programming Cookbook

Google Visualization API Essentials

Hands-On Meta Learning with Python

Learn Unity ML-Agents：Fundamentals of Unity Machine Learning

數字化轉型 架構與方法

Gideros Mobile Game Development

Neural Network Programming with TensorFlow

Hands-On Big Data Analytics with PySpark

Hands-On Machine Learning with Microsoft Excel 2019

R Object-oriented Programming

Implementing DevOps with Microsoft Azure

Unity for Architectural Visualization

Creating Dynamic UIs with Android Fragments（Second Edition）

Node.js High Performance

Learning Proxmox VE

Unity AI Programming Essentials

Oracle J.D.Edwards技術與應用：基礎篇

數字化轉型架構與方法