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Hands-On Java Deep Learning for Computer Vision
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Hands-On Java Deep Learning for Computer Vision

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.

Klevis Ramo ·數據庫 ·4.4萬字

iOS 5 Essentials
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iOS 5 Essentials

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

Steven F. Daniel ·數據庫 ·4.4萬字

R Machine Learning Essentials
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R Machine Learning Essentials

IfyouwanttolearnhowtodevelopeffectivemachinelearningsolutionstoyourbusinessproblemsinR,thisbookisforyou.Itwouldbehelpfultohaveabitoffamiliaritywithbasicobject-orientedprogrammingconcepts,butnopriorexperienceisrequired.

Michele Usuelli ·數據庫 ·4.3萬字

Spark分布式處理實戰
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Spark分布式處理實戰

本書以項目實踐作為主線，結合必需的理論知識，以任務的形式進行內容設計，每個任務都包含任務描述及任務實施的步驟，讀者按照實施步驟進行操作就可以完成相應的學習任務，從而不斷提升項目實踐能力。本書主要內容涉及Spark基本原理、基于IDEA搭建Spark開發環境、RDD基本原理、SparkSQL基本操作流程、電商業務系統的基本流程、電商用戶行為分析的基本指標以及分析過程、通過不同的維度對銷售數據進行分析、通過不同的維度對訂單數據進行分析以及常用的可視化分析圖表的應用場景等。本書適合需要使用Spark進行大數據處理的程序員、架構師和產品經理作為技術參考和培訓資料，也可作為高校本科生和研究生的教材。

劉均 王璐烽主編 ·數據庫 ·5.2萬字

Practical Convolutional Neural Networks
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Practical Convolutional Neural Networks

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

Mohit Sewak Md. Rezaul Karim Pradeep Pujari ·數據庫 ·4.2萬字

Unity 5.x Game AI Programming Cookbook
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Unity 5.x Game AI Programming Cookbook

ThisbookisintendedforthosewhoalreadyhaveabasicknowledgeofUnityandareeagertogetmoretoolsundertheirbelttosolveAIandgameplay-relatedproblems.

Jorge Palacios ·數據庫 ·4.3萬字

Google Visualization API Essentials
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Google Visualization API Essentials

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

Traci L. Ruthkoski ·數據庫 ·4.2萬字

數據庫查詢優化器的藝術：原理解析與SQL性能優化
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數據庫查詢優化器的藝術：原理解析與SQL性能優化

本書是數據庫查詢優化領域的里程碑之作，由Oracle公司MySQL全球開發團隊、資深專家撰寫，作者有10余年數據庫內核和查詢優化器研究經驗。數據庫領域泰斗王珊教授親自作序推薦，PostgreSQL中國社區和中國用戶會發起人以及來自Oracle、新浪、網易、華為等企業的數位資深數據庫專家聯袂推薦。從原理角度深度解讀和展示數據庫查詢優化器的技術細節和全貌；從源碼實現角度全方位深入分析MySQL和PostgreSQL兩大主流開源數據庫查詢優化器的實現原理；從工程實踐的角度對比了兩大數據庫的查詢優化器的功能異同和實現異同。它是所有數據開發工程師、內核工程師、DBA以及其他數據庫相關工作人員值得反復研讀的一本書。

李海翔 ·數據庫 ·25.2萬字

Hands-On Meta Learning with Python
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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.

Sudharsan Ravichandiran ·數據庫 ·4萬字

Learn Unity ML-Agents：Fundamentals of Unity Machine Learning
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Learn Unity ML-Agents：Fundamentals of Unity Machine Learning

ThisbookisintendedfordeveloperswithaninterestinusingMachinelearningalgorithmstodevelopbettergamesandsimulationswithUnity.ThereaderwillberequiredtohaveaworkingknowledgeofC#andabasicunderstandingofPython.

Micheal Lanham ·數據庫 ·4萬字

Game Development with Swift
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Game Development with Swift

IfyouwishtocreateandpublishfuniOSgamesusingSwift,thenthisbookisforyou.Youshouldbefamiliarwithbasicprogrammingconcepts.However,nopriorgamedevelopmentorAppleecosystemexperienceisrequired.

Stephen Haney ·數據庫 ·4萬字

數字化轉型 架構與方法
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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。

周劍 陳杰 金菊 邱君降 張迪 趙劍男 ·數據庫 ·4.2萬字

Gideros Mobile Game Development
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Gideros Mobile Game Development

Thisbookisadetailedguidetocreateanddeploymobilegamesonmultiplemobileplatformswithanemphasisonpracticalexamplesthathelpyoulearnhowtomakeyourowngamesquicklyandefficiently.Thisbookisfordeveloperswhoarenewtomobilegamedevelopmentorwhohavetriedthenativedevelopmentofmobilegamesandwantasimpler,fastertoolthatcansupportawidevarietyofplatformsanddevices.ReadersareexpectedtobeatleastpartiallyfamiliarwiththeLuagamescriptinglanguagethatGiderosusesforitsscripts.

Arturs Sosins ·數據庫 ·3.8萬字

Neural Network Programming with TensorFlow
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Neural Network Programming with TensorFlow

Thisbookismeantfordeveloperswithastatisticalbackgroundwhowanttoworkwithneuralnetworks.ThoughwewillbeusingTensorFlowastheunderlyinglibraryforneuralnetworks,bookcanbeusedasagenericresourcetobridgethegapbetweenthemathandtheimplementationofdeeplearning.IfyouhavesomeunderstandingofTensorflowandPythonandwanttolearnwhathappensatalevellowerthantheplainAPIsyntax,thisbookisforyou.

Manpreet Singh Ghotra Rajdeep Dua ·數據庫 ·3.7萬字

Near Field Communication with Android Cookbook
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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.

Vitor Subtil ·數據庫 ·3.7萬字

Hands-On Big Data Analytics with PySpark
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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.

Rudy Lai Bart?omiej Potaczek ·數據庫 ·3.6萬字

Hands-On Machine Learning with Microsoft Excel 2019
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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.

Julio Cesar Rodriguez Martino ·數據庫 ·3.5萬字

R Object-oriented Programming
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R Object-oriented Programming

Thisbookisdesignedforpeoplewithsomeexperienceinbasicprogrammingpractices.ItisalsoassumedthattheyhavesomebasicexperienceusingRandarefamiliarusingthecommandlineinanRenvironment.Ourprimarygoalistoraiseabeginnertoamoreadvancedleveltomakehim/hermorecomfortablecreatingprogramsandextendingRtosolvecommonproblems.

Kelly Black ·數據庫 ·3.5萬字

Unity for Architectural Visualization
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Unity for Architectural Visualization

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

Stefan Boeykens ·數據庫 ·3.5萬字

Implementing DevOps with Microsoft Azure
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Implementing DevOps with Microsoft Azure

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

Mitesh Soni ·數據庫 ·3.5萬字

QQ閱讀手機版

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