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Building Analytics Teams
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Building Analytics Teams

InBuildingAnalyticsTeams,JohnK.Thompson,withhis30+yearsofexperienceandexpertise,illustratesthefundamentalconceptsofbuildingandmanagingahigh-performanceanalyticsteam,includingwhattodo,whotohire,projectstoundertake,andwhattoavoidinthejourneyofbuildingananalyticallysoundteam.Thecoreprocessesincreatinganeffectiveanalyticsteamandtheimportanceofthebusinessdecision-makinglifecycleareexploredtohelpachieveinitialandsustainablesuccess.Thebookdemonstratesthevarioustraitsofasuccessfulandhigh-performinganalyticsteamandthendelineatesthepathtoachievethiswithinsightsonthemindset,advancedanalyticsmodels,andpredictionsbasedondataanalytics.Italsoemphasizesthesignificanceofthemacroandmicroprocessesrequiredtoevolveinresponsetorapidlychangingbusinessneeds.Thebookdivesintothemethodsandpracticesofmanaging,developing,andleadingananalyticsteam.Onceyou'vebroughttheteamuptospeed,thebookexplainshowtogovernexecutiveexpectationsandselectwinningprojects.Bytheendofthisbook,youwillhaveacquiredtheknowledgetocreateaneffectivebusinessanalyticsteamanddevelopaproductionenvironmentthatdeliversongoingoperationalimprovementsforyourorganization.

John K. Thompson Douglas B. Laney ·自動化 ·10.5萬字

Mastering Microsoft Dynamics 365 Customer Engagement
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Mastering Microsoft Dynamics 365 Customer Engagement

MicrosoftDynamics365isanall-in-onebusinessmanagementsolutionthat'seasytouseandadapt.Ithelpsyouconnectyourfinances,sales,service,andoperationstostreamlinebusinessprocesses,improvecustomerinteractions,andenablegrowth.ThisbookgivesyoualltheinformationyouneedtobecomeanexpertinMSDynamics365.ThisbookstartswithabriefoverviewofthefunctionalfeaturesofDynamics365.YouwilllearnhowtocreateWordandExceltemplatesusingCRMdatatoenablecustomizeddataanalysisforyourorganization.ThisbookhelpsyouunderstandhowtouseDynamics365asanXRMFramework,gainadeepunderstandingofclient-sidescriptinginDynamics365,andcreateclient-sideapplicationsusingJavaScriptandtheWebAPI.Inadditiontothis,youwilldiscoverhowtocustomizeDynamics365,andquicklymoveontograsptheappstructure,whichhelpsyoucustomizeDynamics365better.YouwillalsolearnhowDynamics365canbeseamlesslyembeddedintovariousproductivitytoolstocustomizethemformachinelearningandcontextualguidance.Bytheendofthisbook,youwillhavemasteredutilizingDynamics365featuresthroughreal-worldscenarios.

Deepesh Somani ·自動化 ·4.7萬字

Adobe Edge Quickstart Guide
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Adobe Edge Quickstart Guide

AdobeEdgeQuickstartGuideisapracticalguideoncreatingengagingcontentfortheWebwithAdobe'snewestHTML5tool.Bytakingachapter-by-chapterlookateachmajoraspectofAdobeEdge,thebookletsyoudigesttheavailablefeaturesinsmall,easilyunderstandablechunks,allowingyoutostartusingAdobeEdgeforyourwebdesignneedsimmediately.Ifyouareinterestedincreatingengagingmotionandinteractivecompositionsusingwebstandardswithprofessionaltooling,thenthisbookisforyou.ThosewithabackgroundinFlashProfessionalwantingtogetstartedquicklywithAdobeEdgewillalsofindthisbookuseful.

Joseph Labrecque ·自動化 ·2.3萬字

Python Artificial Intelligence Projects for Beginners
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Python Artificial Intelligence Projects for Beginners

ArtificialIntelligence(AI)isthenewesttechnologythat’sbeingemployedamongvariedbusinesses,industries,andsectors.PythonArtificialIntelligenceProjectsforBeginnersdemonstratesAIprojectsinPython,coveringmoderntechniquesthatmakeuptheworldofArtificialIntelligence.ThisbookbeginswithhelpingyoutobuildyourfirstpredictionmodelusingthepopularPythonlibrary,scikit-learn.Youwillunderstandhowtobuildaclassifierusinganeffectivemachinelearningtechnique,randomforest,anddecisiontrees.Withexcitingprojectsonpredictingbirdspecies,analyzingstudentperformancedata,songgenreidentification,andspamdetection,youwilllearnthefundamentalsandvariousalgorithmsandtechniquesthatfosterthedevelopmentofthesesmartapplications.Intheconcludingchapters,youwillalsounderstanddeeplearningandneuralnetworkmechanismsthroughtheseprojectswiththehelpoftheKeraslibrary.Bytheendofthisbook,youwillbeconfidentinbuildingyourownAIprojectswithPythonandbereadytotakeonmoreadvancedprojectsasyouprogress.

Joshua Eckroth ·自動化 ·2.5萬字

CentOS System Administration Essentials
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CentOS System Administration Essentials

IfyouareaLinuxadministratorwhoislookingtogainknowledgethatdifferentiatesyourselffromthecrowd,thenthisisthebookforyou.BeginnerswhohaveakeeninteresttolearnmoreaboutLinuxadministrationwillalsoprogressquicklywiththisresourcefullearningguide.

Andrew Mallett ·自動化 ·4.4萬字

DevOps：Puppet，Docker，and Kubernetes
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DevOps：Puppet，Docker，and Kubernetes

ThisLearningPathisfordevelopers,systemadministrators,andDevOpsengineerswhowanttousePuppet,Docker,andKubernetesintheirdevelopment,QA,orproductionenvironments.ThisLearningPathassumesexperiencewithLinuxadministrationandrequiressomeexperiencewithcommand-lineusageandbasictextfileediting.

Thomas Uphill John Arundel Neependra Khare Hideto Saito Hui Chuan Chloe Lee Ke Jou Carol Hsu ·自動化 ·17萬字

Grome Terrain Modeling with Ogre3D，UDK，and Unity3D
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Grome Terrain Modeling with Ogre3D，UDK，and Unity3D

ThisbookisapracticalguidewithexamplesandclearstepstoexplainterrainmodelingwithGrome.Ifyou’readeveloperorartistlookingforaguidetowalkyouthroughGROME3.1,thenthisbookisforyou.Thisbookwillhelpyoufromthefirststeptoexportingaterrainasaworkableartassetinagameengine

Richard A.Hawley ·自動化 ·2.9萬字

Stream Analytics with Microsoft Azure
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Stream Analytics with Microsoft Azure

Ifyouarelookingforaresourcethatteachesyouhowtoprocesscontinuousstreamsofdatainreal-time,thisbookiswhatyouneed.Abasicunderstandingoftheconceptsinanalyticsisallyouneedtogetstartedwiththisbook

Anindita Basak Krishna Venkataraman Ryan Murphy Manpreet Singh ·自動化 ·4.2萬字

Mastering D3.js
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Mastering D3.js

Ifyouareasoftwaredeveloperworkingwithdatavisualizationsandwanttobuildcomplexdatavisualizations,thisbookisforyou.BasicknowledgeofD3frameworkisexpected.Withreal-worldexamples,youwilllearnhowtostructureyourapplicationstocreateenterprise-levelchartsandinteractivedashboards.

Pablo Navarro Castillo ·自動化 ·7.6萬字

機器學(xué)習(xí)技術(shù)及應(yīng)用
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機器學(xué)習(xí)技術(shù)及應(yīng)用

機器學(xué)習(xí)課程內(nèi)容選擇上，既要選擇反映機器學(xué)習(xí)的基礎(chǔ)知識和經(jīng)典算法，又要重視近期非?；钴S的深度學(xué)習(xí)和神經(jīng)網(wǎng)絡(luò)的內(nèi)容。因此，本選題主要包括六個基本模塊，一是機器學(xué)習(xí)的基本概念的介紹，主要讓學(xué)生了解機器學(xué)習(xí)的基本概念，了解機器學(xué)習(xí)的應(yīng)用場景。二是機器學(xué)習(xí)環(huán)境的搭建，通過項目驅(qū)動，讓學(xué)生搭建屬于自己的機器學(xué)習(xí)開發(fā)環(huán)境。三是介紹機器學(xué)習(xí)中的監(jiān)督學(xué)習(xí)經(jīng)典算法。四是介紹機器學(xué)習(xí)非監(jiān)督學(xué)習(xí)經(jīng)典算法。五是介紹目前比較熱門的深度學(xué)習(xí)技術(shù)中的神經(jīng)網(wǎng)絡(luò)技術(shù)。六是介紹強化學(xué)習(xí)技術(shù)。

徐宏英等主編 ·自動化 ·8萬字

Hadoop 2.x Administration Cookbook
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Hadoop 2.x Administration Cookbook

IfyouareasystemadministratorwithabasicunderstandingofHadoopandyouwanttogetintoHadoopadministration,thisbookisforyou.It’salsoidealifyouareaHadoopadministratorwhowantsaquickreferenceguidetoalltheHadoopadministration-relatedtasksandsolutionstocommonlyoccurringproblems

Gurmukh Singh ·自動化 ·6.6萬字

Machine Learning with R Quick Start Guide
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Machine Learning with R Quick Start Guide

MachineLearningwithRQuickStartGuidetakesyouonadata-drivenjourneythatstartswiththeverybasicsofRandmachinelearning.Itgraduallybuildsuponcoreconceptssoyoucanhandlethevariedcomplexitiesofdataandunderstandeachstageofthemachinelearningpipeline.FromdatacollectiontoimplementingNaturalLanguageProcessing(NLP),thisbookcoversitall.Youwillimplementkeymachinelearningalgorithmstounderstandhowtheyareusedtobuildsmartmodels.Youwillcovertaskssuchasclustering,logisticregressions,randomforests,supportvectormachines,andmore.Furthermore,youwillalsolookatmoreadvancedaspectssuchastrainingneuralnetworksandtopicmodeling.Bytheendofthebook,youwillbeabletoapplytheconceptsofmachinelearning,dealwithdata-relatedproblems,andsolvethemusingthepowerfulyetsimplelanguagethatisR.

Iván Pastor Sanz ·自動化 ·4.4萬字

DevOps for Salesforce
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DevOps for Salesforce

SalesforceisoneofthetopCRMtoolsusedthesedays,andwithitsimmensefunctionalitiesandfeatures,iteasesthefunctioningofanenterpriseinvariousareasofsales,marketing,andfinance,amongothers.DeployingSalesforceapplicationsisatrickyevent,anditcangetquitetaxingforadminsandconsultants.ThisbookaddressesalltheproblemsthatyoumightencounterwhiletryingtodeployyourapplicationsandshowsyouhowtoresorttoDevOpstotakethesechallengesheadon.BeginningwithanoverviewofthedevelopmentanddeliveryprocessofaSalesforceapp,DevOpsforSalesforcecoversvarioustypesofsandboxingandhelpsyouunderstandwhentochoosewhichtype.YouwillthenseehowdifferentitistodeploywithSalesforceascomparedtodeployingwithanotherapp.Youwilllearnhowtoleverageamigrationtoolandautomatedeploymentusingthelatestandmostpopulartoolsintheecosystem.ThisbookexplorestopicssuchasversioncontrolandDevOpstechniquessuchasContinuousIntegration,ContinuousDelivery,andtesting.Finally,thebookwillconcludebyshowingyouhowtotrackbugsinyourapplicationchangesusingmonitoringtoolsandhowtoquantifyyourproductivityandROI.Bytheendofthebook,youwillhaveacquiredskillstocreate,test,andeffectivelydeployyourapplicationsbyleveragingthefeaturesofDevOps.

Priyanka Dive Nagraj Gornalli ·自動化 ·2.4萬字

Wireshark Revealed：Essential Skills for IT Professionals
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Wireshark Revealed：Essential Skills for IT Professionals

ThisbookisaimedatITprofessionalswhowanttodeveloporenhancetheirpacketanalysisskills.Abasicfamiliaritywithcommonnetworkandapplicationservicestermsandtechnologiesisassumed.

James H Baxter Yoram Orzach Charit Mishra ·自動化 ·19.4萬字

Expert AWS Development
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Expert AWS Development

ThisbooktargetsdeveloperswhowouldliketobuildandmanagewebandmobileapplicationsandservicesontheAWSplatform.Ifyouareanarchitectyouwillbeabletotakeadeepdiveanduseexamplesthatcanbereadilyappliedtorealworldscenarios.Somepriorprogrammingexperienceisassumedalongwithfamiliarityofcloudcomputing.

Atul V. Mistry ·自動化 ·7.1萬字

Building Google Cloud Platform Solutions
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Building Google Cloud Platform Solutions

GCPisacloudcomputingplatformwithawiderangeofproductsandservicesthatenableyoutobuildanddeploycloud-hostedapplications.ThisLearningPathwillguideyouinusingGCPanddesigning,deploying,andmanagingapplicationsonGoogleCloud.YouwillgetstartedbylearninghowtouseAppEnginetoaccessGoogle'sscalablehostingandbuildsoftwarethatrunsonthisframework.WiththehelpofGoogleComputeEngine,you’llbeabletohostyourworkloadonvirtualmachineinstances.Thelaterchapterswillhelpyoutoexplorewaystoimplementauthenticationandsecurity,CloudAPIs,andcommand-lineanddeploymentmanagement.Asyouhoneyourskills,you’llunderstandhowtointegrateyournewapplicationswithvariousdatasolutionsonGCP,includingCloudSQL,Bigtable,andCloudStorage.Followingthis,thebookwillteachyouhowtostreamlineyourworkflowwithtools,includingSourceRepositories,ContainerBuilder,andStackdriver.You'llalsounderstandhowtodeployanddebugserviceswithIntelliJ,implementcontinuousdeliverypipelines,andconfigurerobustmonitoringandalertsforyourproductionsystems.BytheendofthisLearningPath,you'llbewellversedwithGCP’sdevelopmenttoolsandbeabletodevelop,deploy,andmanagehighlyscalableandreliableapplications.ThisLearningPathincludescontentfromthefollowingPacktproducts:GoogleCloudPlatformforDevelopersTedHunterandStevenPorter.GoogleCloudPlatformCookbookbyLegorieRajanPS.

Ted Hunter Steven Porter Legorie Rajan PS ·自動化 ·16.2萬字

Learning D3.js Mapping
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Learning D3.js Mapping

IfyouareinterestedincreatingmapsforthewebGISdata,thisbookisforyou.FamiliaritywithD3.jswillbehelpfulbutisnotnecessary.

Thomas Newton Oscar Villarreal ·自動化 ·2.1萬字

Julia 1.0 Programming
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Julia 1.0 Programming

ThereleaseofJulia1.0isnowreadytochangethetechnicalworldbycombiningthehighproductivityandeaseofuseofPythonandRwiththelightning-fastspeedofC++.Julia1.0programminggivesyouaheadstartintacklingyournumericalanddataproblems.YouwillbeginbylearninghowtosetuparunningJuliaplatform,beforeexploringitsvariousbuilt-intypes.Withthehelpofpracticalexamples,thisbookwalksyouthroughtwoimportantcollectiontypes:arraysandmatrices.Inadditiontothis,youwillbetakenthroughhowtypeconversionsandpromotionswork.Inthecourseofthebook,youwillbeintroducedtothehomo-iconicityandmetaprogrammingconceptsinJulia.YouwillunderstandhowJuliaprovidesdifferentwaystointeractwithanoperatingsystem,aswellasotherlanguages,andthenyou'lldiscoverwhatmacrosare.Onceyouhavegraspedthebasics,you’llstudywhatmakesJuliasuitablefornumericalandscientificcomputing,andlearnaboutthefeaturesprovidedbyJulia.Bytheendofthisbook,youwillalsohavelearnedhowtorunexternalprograms.ThisbookcoversallyouneedtoknowaboutJuliainordertoleverageitshighspeedandefficiencyforyourapplications.

Ivo Balbaert ·自動化 ·4.1萬字

Linux Administration Cookbook
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Linux Administration Cookbook

Linuxisoneofthemostwidelyusedoperatingsystemsamongsystemadministrators,andevenmodernapplicationandserverdevelopmentisheavilyreliantontheLinuxplatform.TheLinuxAdministrationCookbookisyourgo-toguidetogetstartedonyourLinuxjourney.Itwillhelpyouunderstandwhatthatstrangelittleserverisdoinginthecornerofyouroffice,whatthemysteriousvirtualmachinelanguishinginAzureiscrunchingthrough,whatthatcircuit-board-likethingisdoingunderyourofficeTV,andwhytheLEDsonitareblinkingrapidly.ThisbookwillgetyoustartedwithadministeringLinux,givingyoutheknowledgeandtoolsyouneedtotroubleshootday-to-dayproblems,rangingfromaRaspberryPitoaserverinAzure,whilegivingyouagoodunderstandingofthefundamentalsofhowGNU/Linuxworks.Throughthecourseofthebook,you’llinstallandconfigureasystem,whiletheauthorregalesyouwitherrorsandanecdotesfromhisvastexperienceasadatacenterhardwareengineer,systemsadministrator,andDevOpsconsultant.Bytheendofthebook,youwillhavegainedpracticalknowledgeofLinux,whichwillserveasabedrockforlearningLinuxadministrationandaidyouinyourLinuxjourney.

Adam K. Dean ·自動化 ·16.7萬字

TensorFlow 2.0 Quick Start Guide
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TensorFlow 2.0 Quick Start Guide

TensorFlowisoneofthemostpopularmachinelearningframeworksinPython.Withthisbook,youwillimproveyourknowledgeofsomeofthelatestTensorFlowfeaturesandwillbeabletoperformsupervisedandunsupervisedmachinelearningandalsotrainneuralnetworks.Aftergivingyouanoverviewofwhat'snewinTensorFlow2.0Alpha,thebookmovesontosettingupyourmachinelearningenvironmentusingtheTensorFlowlibrary.Youwillperformpopularsupervisedmachinelearningtasksusingtechniquessuchaslinearregression,logisticregression,andclustering.Youwillgetfamiliarwithunsupervisedlearningforautoencoderapplications.Thebookwillalsoshowyouhowtotraineffectiveneuralnetworksusingstraightforwardexamplesinavarietyofdifferentdomains.Bytheendofthebook,youwillhavebeenexposedtoalargevarietyofmachinelearningandneuralnetworkTensorFlowtechniques.

Tony Holdroyd ·自動化 ·3.6萬字

QQ閱讀手機版

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