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iOS 5 Essentials
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iOS 5 Essentials

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

Steven F. Daniel ·數(shù)據(jù)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(shù)據(jù)庫 ·4.3萬字

Spark分布式處理實戰(zhàn)
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Spark分布式處理實戰(zhàn)

本書以項目實踐作為主線，結(jié)合必需的理論知識，以任務(wù)的形式進行內(nèi)容設(shè)計，每個任務(wù)都包含任務(wù)描述及任務(wù)實施的步驟，讀者按照實施步驟進行操作就可以完成相應(yīng)的學(xué)習(xí)任務(wù)，從而不斷提升項目實踐能力。本書主要內(nèi)容涉及Spark基本原理、基于IDEA搭建Spark開發(fā)環(huán)境、RDD基本原理、SparkSQL基本操作流程、電商業(yè)務(wù)系統(tǒng)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(shù)據(jù)進行分析、通過不同的維度對訂單數(shù)據(jù)進行分析以及常用的可視化分析圖表的應(yīng)用場景等。本書適合需要使用Spark進行大數(shù)據(jù)處理的程序員、架構(gòu)師和產(chǎn)品經(jīng)理作為技術(shù)參考和培訓(xùn)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(shù)據(jù)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(shù)據(jù)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(shù)據(jù)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(shù)據(jù)庫 ·4.2萬字

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(shù)據(jù)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(shù)據(jù)庫 ·4萬字

Game Development with Swift
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Game Development with Swift

IfyouwishtocreateandpublishfuniOSgamesusingSwift,thenthisbookisforyou.Youshouldbefamiliarwithbasicprogrammingconcepts.However,nopriorgamedevelopmentorAppleecosystemexperienceisrequired.

Stephen Haney ·數(shù)據(jù)庫 ·4萬字

數(shù)字化轉(zhuǎn)型 架構(gòu)與方法
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數(shù)字化轉(zhuǎn)型 架構(gòu)與方法

本圖書注重數(shù)字化轉(zhuǎn)型的根本任務(wù)、核心路徑、關(guān)鍵驅(qū)動要素。從價值體系優(yōu)化、創(chuàng)新和重構(gòu)，新型能力建設(shè)，數(shù)據(jù)要素驅(qū)動提出系統(tǒng)化推進數(shù)字化轉(zhuǎn)型的一整套參考架構(gòu)，提出能力單元的模型及建設(shè)要點，具有系統(tǒng)性、針對性、可執(zhí)行性，具有很高的應(yīng)用價值。本圖書從按照價值體系優(yōu)化、創(chuàng)新和重構(gòu)的要求提出數(shù)字化轉(zhuǎn)型的主要視角，以新型能力建設(shè)為主線提出數(shù)字化轉(zhuǎn)型的過程方法，圍繞數(shù)據(jù)要素驅(qū)動作用的逐步發(fā)揮提出數(shù)字化轉(zhuǎn)型的發(fā)展階段要求，構(gòu)建一套數(shù)字化轉(zhuǎn)型參考架構(gòu)，從而支持相關(guān)各方更加系統(tǒng)化、體系化、全局化推進數(shù)字化轉(zhuǎn)型這一復(fù)雜巨系統(tǒng)工程。本圖書面向開展數(shù)字化轉(zhuǎn)型的企業(yè)及提供數(shù)字化轉(zhuǎn)型服務(wù)的各類組織。

周劍 陳杰 金菊 邱君降 張迪 趙劍男 ·數(shù)據(jù)庫 ·4.2萬字

Gideros Mobile Game Development
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Gideros Mobile Game Development

Thisbookisadetailedguidetocreateanddeploymobilegamesonmultiplemobileplatformswithanemphasisonpracticalexamplesthathelpyoulearnhowtomakeyourowngamesquicklyandefficiently.Thisbookisfordeveloperswhoarenewtomobilegamedevelopmentorwhohavetriedthenativedevelopmentofmobilegamesandwantasimpler,fastertoolthatcansupportawidevarietyofplatformsanddevices.ReadersareexpectedtobeatleastpartiallyfamiliarwiththeLuagamescriptinglanguagethatGiderosusesforitsscripts.

Arturs Sosins ·數(shù)據(jù)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(shù)據(jù)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(shù)據(jù)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(shù)據(jù)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(shù)據(jù)庫 ·3.5萬字

R Object-oriented Programming
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R Object-oriented Programming

Thisbookisdesignedforpeoplewithsomeexperienceinbasicprogrammingpractices.ItisalsoassumedthattheyhavesomebasicexperienceusingRandarefamiliarusingthecommandlineinanRenvironment.Ourprimarygoalistoraiseabeginnertoamoreadvancedleveltomakehim/hermorecomfortablecreatingprogramsandextendingRtosolvecommonproblems.

Kelly Black ·數(shù)據(jù)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(shù)據(jù)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(shù)據(jù)庫 ·3.5萬字

Creating Dynamic UIs with Android Fragments（Second Edition）
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Creating Dynamic UIs with Android Fragments（Second Edition）

ThisbookisfordeveloperswithabasicunderstandingofAndroidprogrammingwhowouldliketoimprovetheappearanceandusabilityoftheirapplicationsbycreatingamoreinteractiveuserexperienceanddynamicallyadaptiveUIs;providingbettersupportfortabletsandsmartphonesinasingleapp;andreducingthecomplexityofmanagingappUIs.

Jim Wilson ·數(shù)據(jù)庫 ·3.4萬字

Node.js High Performance
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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.

Diogo Resende ·數(shù)據(jù)庫 ·3.3萬字

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