群乐捕鱼红包版

Machinelearninghasgainedtremendouspopularityforitspowerfulandfastpredictionswithlargedatasets.However,thetrueforcesbehinditspowerfuloutputarethecomplexalgorithmsinvolvingsubstantialstatisticalanalysisthatchurnlargedatasetsandgeneratesubstantialinsight.ThissecondeditionofMachineLearningAlgorithmswalksyouthroughprominentdevelopmentoutcomesthathavetakenplacerelatingtomachinelearningalgorithms,whichconstitutemajorcontributionstothemachinelearningprocessandhelpyoutostrengthenandmasterstatisticalinterpretationacrosstheareasofsupervised,semi-supervised,andreinforcementlearning.Oncethecoreconceptsofanalgorithmhavebeencovered,you’llexplorereal-worldexamplesbasedonthemostdiffusedlibraries,suchasscikit-learn,NLTK,TensorFlow,andKeras.Youwilldiscovernewtopicssuchasprincipalcomponentanalysis(PCA),independentcomponentanalysis(ICA),Bayesianregression,discriminantanalysis,advancedclustering,andgaussianmixture.Bytheendofthisbook,youwillhavestudiedmachinelearningalgorithmsandbeabletoputthemintoproductiontomakeyourmachinelearningapplicationsmoreinnovative.

·10.9萬字

會員

仿蛇機器人的設計與制作

《我的機器人創客教育系列》被列入北京市科普項目，叢書依托北京理工大學特種機器人技術創新中心，從不同角度講述仿生機器人基礎知識，叢書以科普教育為主線，以青少年學生喜愛、熟悉的典型生物為機器人的仿生對象，以系統性、科學性、趣味性、探索性、參與性、體驗性為特色，強調理論鋪墊、技術打底、動手為主、體驗至上，讓青少年在理論與實際結合的過程中，在動腦與動手結合的過程中，在老師代領與個人體會結合的過程中，獲取知識，增長才干，愛科學、愛創新，真正成為具有創新意識和創新追求的好苗子。叢書以作者所在科研團隊原創成果（機器人產品模塊、教具）為對象，體現原創性。叢書共6冊，適合作為初高中學生等青少年群體作為學習機器人的入門讀本。《仿蛇機器人的設計與制作/我的機器人創客教育系列》收錄了5章，包括我能像蛇一樣在叢林里穿梭、我身體的由來、瞧瞧我的感官、快把我制作出來吧和請你教我思考。

·10.4萬字

會員

Hands-On Data Science with SQL Server 2017

SQLServerisarelationaldatabasemanagementsystemthatenablesyoutocoverend-to-enddatascienceprocessesusingvariousinbuiltservicesandfeatures.Hands-OnDataSciencewithSQLServer2017startswithanoverviewofdatasciencewithSQLtounderstandthecoretasksindatascience.Youwilllearnintermediate-to-advancedlevelconceptstoperformanalyticaltasksondatausingSQLServer.Thebookhasauniqueapproach,coveringbestpractices,tasks,andchallengestotestyourabilitiesattheendofeachchapter.Youwillexploretheinsandoutsofperformingvariouskeytaskssuchasdatacollection,cleaning,manipulation,aggregations,andfilteringtechniques.Asyoumakeyourwaythroughthechapters,youwillturnrawdataintoactionableinsightsbywranglingandextractingdatafromdatabasesusingT-SQL.Youwillgettogripswithpreparingandpresentingdatainameaningfulway,usingPowerBItorevealhiddenpatterns.Intheconcludingchapters,youwillworkwithSQLServerintegrationservicestotransformdataintoausefulformatanddelveintoadvancedexamplescoveringmachinelearningconceptssuchaspredictiveanalyticsusingreal-worldexamples.Bytheendofthisbook,youwillbeinapositiontohandlethegrowingamountsofdataandperformeverydayactivitiesthatadatascienceprofessionalperforms.

·10.8萬字

會員

Linux Shell Scripting Cookbook（Third Edition）

IfyouareabeginneroranintermediateLinuxuserwhowantstomastertheskillofquicklywritingscriptsandautomatetaskswithoutreadingtheentiremanpages,thenthisbookisforyou.Youcanstartwritingscriptsandone-linersbysimplylookingattherelevantrecipeanditsdescriptionswithoutanyworkingknowledgeofshellscriptingorLinux.Intermediate/advancedusers,systemadministrators/developers,andprogrammerscanusethisbookasareferencewhentheyfaceproblemswhilecoding.

·10.9萬字

會員

GAN實戰

本書主要介紹構建和訓練生成對抗網絡（GAN）的方法。全書共12章，先介紹生成模型以及GAN的工作原理，并概述它們的潛在用途，然后探索GAN的基礎結構（生成器和鑒別器），引導讀者搭建一個簡單的對抗系統。本書給出了大量的示例，教讀者學習針對不同的場景訓練不同的GAN，進而完成生成高分辨率圖像、實現圖像到圖像的轉換、生成對抗樣本以及目標數據等任務，讓所構建的系統變得智能、有效和快速。

·10.6萬字

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AWS Certified SysOps Administrator：Associate Guide

AWScertificationsarebecomingoneofthemusthavecertificationsforanyITprofessionalworkingonanAWSCloudplatform.Thisbookwillactasyouronestoppreparationguidetovalidateyourtechnicalexpertiseindeployment,management,andoperationsontheAWSplatform.Alongwithexamspecificcontentthisbookwillalsodeepdiveintorealworldscenariosandhands-oninstructions.Thisbookwillrevolvearoundconceptsliketeachingyoutodeploy,manage,andoperatescalable,highlyavailable,andfaulttolerantsystemsonAWS.Youwillalsolearntomigrateanexistingon-premisesapplicationtoAWS.Yougethands-onexperienceinselectingtheappropriateAWSservicebasedoncompute,data,orsecurityrequirements.ThisbookwillalsogetyouwellversedwithestimatingAWSusagecostsandidentifyingoperationalcostcontrolmechanisms.Bytheendofthisbook,youwillbeallpreparedtoimplementandmanageresourcesefficientlyontheAWScloudalongwithconfidentlypassingtheAWSCertifiedSysOpsAdministrator–Associateexam.

·10.8萬字

會員

OpenGL 4 Shading Language Cookbook（Second Edition）

OpenGLShadingLanguage4Cookbookisahands-onguidethatgetsstraighttothepoint–actuallycreatinggraphics,insteadofjusttheoreticallearning.Eachrecipeisspecificallytailoredtosatisfyyourappetiteforproducingreal-time3-DgraphicsusingthelatestGLSLspecification.ThisbookisforOpenGLprogrammerslookingtousethemodernfeaturesofGLSL4tocreatereal-time,three-dimensionalgraphics.FamiliaritywithOpenGLprogramming,alongwiththetypical3Dcoordinatesystems,projections,andtransformationsisassumed.ItcanalsobeusefulforexperiencedGLSLprogrammerswhoarelookingtoimplementthetechniquesthatarepresentedhere.

·10.8萬字

會員

CompTIA Linux+ Certification Guide

Linux+certificationdemonstratestechnicalcompetencyandprovidesabroadawarenessofLinuxoperatingsystems.ProfessionalswhohaveachievedtheLinux+certificationexhibitall-importantknowledgeofinstallation,operation,administration,andtroubleshootingservices.TheCompTIALinux+CertificationGuideisanoverviewofthecertificationthatgivesyouinsightsintothesystemarchitecture.You’llunderstandhowtoinstallanduninstallLinuxdistributions,followedbyworkingwithvariouspackagemanagers.Onceyou’vegraspedallthis,you’llmoveontomanipulatingfilesandprocessesatcommand-lineinterface(CLI)andcreating,monitoring,killing,restarting,andmodifyingprocesses.Asyouprogress,you’llbeequippedtoworkwithdisplaymanagersandlearnhowtocreate,modify,andremoveuseraccountsandgroups,aswellasunderstandhowtoautomatetasks.Thelastsetofchaptershelpsyouconfiguredatesandsetuplocalandremotesystemlogging.Inadditiontothis,you’llexploredifferentinternetprotocols,alongwithdiscoveringnetworkconfiguration,securityadministration,Shellscripting,andSQLmanagement.Bytheendofthisbook,you’llnotonlyhavegottogripswithallthemodulesusingpracticequestionsandmockexams,butyou’llalsobewellpreparedtopasstheLX0-103andLX0-104certificationexams.

·10.8萬字

會員

移動深度學習

本書由淺入深地介紹了如何將深度學習技術應用到移動端運算領域，書中盡量避免羅列公式，嘗試從幾何含義去解釋相關內容。全書分為三部分，第一部分（第1章），展示在移動端應用深度學習技術的demo，讓讀者形成直觀的感受。第二部分（第2章~第4章），講述如何在移動端項目中應用深度學習技術。第三部分（第5章~第8章），難度略大，主要講述如何深入地調整框架，適配和定制自己的框架。

·8.4萬字

會員

Hadoop Beginner's Guide

AsaPacktBeginner'sGuide,thebookispackedwithclearstep-by-stepinstructionsforperformingthemostusefultasks,gettingyouupandrunningquickly,andlearningbydoing.ThisbookassumesnoexistingexperiencewithHadooporcloudservices.ItassumesyouhavefamiliaritywithaprogramminglanguagesuchasJavaorRubybutgivesyoutheneededbackgroundontheothertopics.

·10.7萬字

會員

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.

·10.5萬字

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開放自動化系統應用與實戰：基于標準建模語言IEC 61499

本書主要介紹了開放自動化系統級建模語言IEC61499的核心機制、定義與設計范式，是作者團隊十多年研究成果的總結。全書以IEC61499標準內容為框架，講解各基本概念、設計范式、工具演示、設計實例。同時，以若干從簡單到復雜的工程項目的開發為主要流程，穿插著介紹IEC61499的各知識點。本書適合從事工業自動化相關領域科研工作或工程設計及開發的專業人士作為參考書，也可作為在校研究生和高年級本科生的學習用書。本書還是上海交通大學、施耐德電氣、固高科技、立德機器人的IEC61499指定培訓教材。

·7.5萬字

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Hands-On Microservices with Kubernetes

Kubernetesisamongthemostpopularopen-sourceplatformsforautomatingthedeployment,scaling,andoperationsofapplicationcontainersacrossclustersofhosts,providingacontainer-centricinfrastructure.Hands-OnMicroserviceswithKubernetesstartsbyprovidingyouwithin-depthinsightsintothesynergybetweenKubernetesandmicroservices.YouwilllearnhowtouseDelinkcious,whichwillserveasalivelabthroughoutthebooktohelpyouunderstandmicroservicesandKubernetesconceptsinthecontextofareal-worldapplication.Next,youwillgetuptospeedwithsettingupaCI/CDpipelineandconfiguringmicroservicesusingKubernetesConfigMaps.Asyoucoverlaterchapters,youwillgainhands-onexperienceinsecuringmicroservices,andimplementingREST,gRPCAPIs,andaDelinkciousdatastore.Inadditiontothis,you’llexploretheNuclioproject,runaserverlesstaskonKubernetes,andmanageandimplementdata-intensivetests.Towardtheconcludingchapters,you’lldeploymicroservicesonKubernetesandlearntomaintainawell-monitoredsystem.Finally,you’lldiscovertheimportanceofservicemeshesandhowtoincorporateIstiointotheDelinkciouscluster.Bytheendofthisbook,you’llhavegainedtheskillsyouneedtoimplementmicroservicesonKuberneteswiththehelpofeffectivetoolsandbestpractices.

·10.5萬字

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變頻器、軟啟動器及PLC實用技術260問

本書較詳細地介紹了變頻器、軟啟動器和PLC的基礎知識、安裝、選擇、使用、維護與故障處理等內容。具體包括：變頻器基本知識、變頻器的安裝與選擇、變頻器外圍設備、變頻器的使用、變頻器實用線路、變頻器的維護與故障處理；軟啟動器基本知識、軟啟動器的安裝與選擇、軟啟動器的使用、軟啟動器實用線路、軟啟動器的維護與故障處理；PLC基本知識、PLC的安裝與選擇、PLC的使用、PLC實用線路、PLC的維護與故障處理;LOGO!基本知識。本書可供電工及電氣技術人員學習使用，也可作為職業技能培訓的補充教材。

·8.8萬字

會員

人工智能基礎

本書主要針本書主要針對大學低年級學生，講解人工智能基礎知識，幫助初入校大學生了解人工智能的概念，掌握人工智能應用技術，進而獨立創作完成人工智能相關作品。本書包含了人工智能導引、人工智能基礎知識、燈光的智能控制、交通燈的智能識別、文字的智能處理、圖像的智能辨識、語音的智能辨識、人機的智能交互、無人駕駛、智能3D打印等方面的知識，注重培養學生的創造思維、數字化學習與創新意識、動手實踐能力，樹立其正確的信息時代社會責任感。本書可作為高等學校通識課程的人工智能課程教材，也可適合非電類低年級本科生對人工智能入門知識的學習。對大學低年級學生，講解人工智能基礎知識，幫助初入校大學生了解人工智能概念，掌握人工智能應用技術，進而獨立創作完成人工智能相關作品。本書包含了人工智能導引、人工智能基礎知識、燈光的智能控制、交通燈的智能識別、文字的智能處理、圖像的智能辨識、語言的智能處理、人機的智能交互、無人駕駛、3D打印等方面知識。注重培養學生的創造思維、數字化學習與創新意識、動手實踐能力，樹立其正確的信息時代社會責任感。

·9.7萬字

會員

Salesforce Advanced Administrator Certification Guide

TheSalesforceAdvancedAdministratorcertificationextendsbeyondadministratorcertification,coveringadvancedplatformfeaturesandfunctionssuchasconfiguration,automation,security,andcustomization.Completewithcomprehensivecoverageofallthesetopicsandexam-orientedquestionsandmocktests,thisSalesforcebookwillhelpyouearnadvancedadministratorcredentials.You'llstartyourjourneybymasteringdataaccesssecurity,monitoringandauditing,andunderstandingbestpracticesforhandlingchangemanagementanddataacrossorganizations.ThebookthendelvesintodatamodelmanagementforimprovingdataqualityandletsyouexploreSalesfeaturessuchasproducts,schedules,quotes,andforecastingcapabilities.Asyouprogress,thisbookwillguideyouinworkingwithcontentmanagementtosetupandmaintainSalesforcecontent.You'llalsomasterorganizingyourfilesanddatausingreportsanddashboards.Finally,you'lllearnhowtouseacombinationofautomationtoolstosolvebusinessproblems.Bytheendofthebook,youwillhavedevelopedtheskillsrequiredtogetyouradvancedadministratorcredentials.

·10.5萬字

會員

Implementing Azure：Putting Modern DevOps to Use

ThisLearningPathhelpsyouunderstandmicroservicesarchitectureandleveragevariousservicesofMicrosoftAzureServiceFabrictobuild,deploy,andmaintainhighlyscalableenterprise-gradeapplications.YouwilllearntoselectanappropriateAzurebackendstructureforyoursolutionsandworkwithitstoolkitandmanagedappstoshareyoursolutionswithitsservicecatalog.AsyouprogressthroughtheLearningPath,youwillstudyAzureCloudServices,Azure-managedKubernetes,andAzureContainerServicesdeploymenttechniques.Toapplyallthatyou’veunderstood,youwillbuildanend-to-endAzuresysteminscalable,decoupledtiersforanindustrialbakerywiththreebusinessdomains.TowardtheendofthisLearningPath,youwillbuildanotherscalablearchitectureusingAzureServiceBustopicstosendordersbetweendecoupledbusinessdomainswithscalableworkerrolesprocessingtheseorders.BytheendofthisLearningPath,youwillbecomfortableinusingdevelopment,deployment,andmaintenanceprocessestobuildrobustcloudsolutionsonAzure.ThisLearningPathincludescontentfromthefollowingPacktproducts:LearnMicrosoftAzurebyMohamedWali.ImplementingAzureSolutions-SecondEditionbyFlorianKlaffenbach,OliverMichalski,MarkusKlein.MicroserviceswithAzurebyNamitTanasseriandRahulRai.

·10.4萬字

會員

PowerShell Core for Linux Administrators Cookbook

PowerShellCore,theopensource,cross-platformthatisbasedontheopensource,cross-platform.NETCore,isnotashellthatcameoutbyaccident;itwasintentionallycreatedtobeversatileandeasytolearnatthesametime.PowerShellCoreenablesautomationonsystemsrangingfromtheRaspberryPitothecloud.PowerShellCoreforLinuxAdministratorsCookbookusessimple,real-worldexamplesthatteachyouhowtousePowerShelltoeffectivelyadministeryourenvironment.Asyoumakeyourwaythroughthebook,youwillcoverinterestingrecipesonhowPowerShellCorecanbeusedtoquicklyautomatecomplex,repetitive,andtime-consumingtasks.Intheconcludingchapters,youwilllearnhowtodevelopscriptstoautomatetasksthatinvolvesystemsandenterprisemanagement.Bytheendofthisbook,youwillhavelearnedabouttheautomationcapabilitiesofPowerShellCore,includingremotemanagementusingOpenSSH,cross-platformenterprisemanagement,workingwithDockercontainers,andmanagingSQLdatabases.

·10.3萬字

會員

Scala for Machine Learning

AreyoucuriousaboutAI?AllyouneedisagoodunderstandingoftheScalaprogramminglanguage,abasicknowledgeofstatistics,akeeninterestinBigDataprocessing,andthisbook!

·10.4萬字

會員

Artificial Intelligence By Example

ArtificialIntelligencebyExampleisasimple,explanatory,anddescriptiveguideforjuniordevelopers,experienceddevelopers,technologyconsultants,andthoseinterestedinAIwhowanttounderstandthefundamentalsofArtificialIntelligenceandimplementitpracticallybydevisingsmartsolutions.PriorexperiencewithPythonandstatisticalknowledgeisessentialtomakethemostoutofthisbook.

·10.3萬字

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Machine Learning Algorithms（Second Edition）

仿蛇機器人的設計與制作

Hands-On Data Science with SQL Server 2017

Linux Shell Scripting Cookbook（Third Edition）

GAN實戰

AWS Certified SysOps Administrator：Associate Guide

OpenGL 4 Shading Language Cookbook（Second Edition）

CompTIA Linux+ Certification Guide

移動深度學習

Hadoop Beginner's Guide

Building Analytics Teams

開放自動化系統應用與實戰：基于標準建模語言IEC 61499

Hands-On Microservices with Kubernetes

變頻器、軟啟動器及PLC實用技術260問

人工智能基礎

Salesforce Advanced Administrator Certification Guide

Implementing Azure：Putting Modern DevOps to Use

PowerShell Core for Linux Administrators Cookbook

Scala for Machine Learning

Artificial Intelligence By Example