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

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R Object-oriented Programming

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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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Unity for Architectural Visualization

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

·3.5萬字

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Implementing DevOps with Microsoft Azure

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零基礎學MySQL數據庫管理

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Creating Dynamic UIs with Android Fragments（Second Edition）

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Node.js High Performance

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Learning Proxmox VE

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Unity AI Programming Essentials

ThisbookisaimedatdeveloperswhoknowthebasicsofgamedevelopmentwithUnityandwanttolearnhowtoaddAItotheirgames.YoudonotneedanypreviousAIknowledge;thisbookwillexplainalltheessentialAIconceptsandshowyouhowtoaddandusetheminyourgames.

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Voice Application Development for Android

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Computer Vision Projects with OpenCV and Python 3

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Creating Concrete5 Themes

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Augmented Reality for Android Application Development

Astep-by-steptutorial-basedguideaimedatgivingyouhands-onpracticalexperiencetodevelopARapplicationsforAndroid.AugmentedRealityforAndroidApplicationDevelopmentisforAndroidmobileapplicationdeveloperswhoarefamiliarwithAndroidDevelopmentToolsanddeployment,JMonkeyEngine,andtheVuforiaSDK.

·3.1萬字

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Reporting with Microsoft SQL Server 2012

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·3萬字

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CORS Essentials

WebdevelopershavebeenlimitedbytheSameOriginPolicyandoftenwishtheycouldspreadtheirapplicationacrossdifferentdomains.YouknowJavaScriptandAJAX,andhaverunupagainsttheSameDomainPolicy,whichislimitingyourapplications.

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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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Construct 2 Game Development by Example

Thisbookusespracticalexamplestoteachreaders,andimpartsthekeyskillsandtechniquesofworkinginConstruct2throughbuildingcompletegameprojects.Thisbookisforcompletebeginnerswhohavealwayswantedtolearnhowtomakegamesandhavenevertried.Itistheperfectintroductiontogamedevelopment,design,andproduction.

·2.8萬字

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Building Multicopter Video Drones

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·2.7萬字

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Box2D for Flash Games

ThisbookisastepbystepguidetocreategameswithBox2Dexplainedinasimpleandfriendlyway.AreyoufamiliarwithActionScript3andwanttoexplorethecapabilitiesofphysicsingamedesignusingBox2D,thenthisbookisforyou.Youdon’thavetobeanAS3hero:ifyouknowhowtocreateclassesandfunctionswithAS3,thenyoucanmakeyourfirstphysicsgame!

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Hands-On Big Data Analytics with PySpark

R Object-oriented Programming

Hands-On Machine Learning with Microsoft Excel 2019

Unity for Architectural Visualization

Implementing DevOps with Microsoft Azure

零基礎學MySQL數據庫管理

Creating Dynamic UIs with Android Fragments（Second Edition）

Node.js High Performance

Learning Proxmox VE

Unity AI Programming Essentials

Voice Application Development for Android

Computer Vision Projects with OpenCV and Python 3

Creating Concrete5 Themes

Augmented Reality for Android Application Development

Reporting with Microsoft SQL Server 2012

CORS Essentials

Mastering Ninject for Dependency Injection

Construct 2 Game Development by Example

Building Multicopter Video Drones

Box2D for Flash Games