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

·2.5萬字

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工業機器人工程應用虛擬仿真教程：MotoSim EG-VRC

《工業機器人工程應用虛擬仿真教程：MotoSimEG-VRC》以安川（YASKAWA）工業機器人作為對象，介紹使用安川公司的機器人仿真軟件MotoSimEG-VRC進行工業機器人的基本操作、功能設置、方案設計和驗證的學習。中心內容包括：認識、安裝工業機器人仿真軟件；各個菜單中工具的使用；如何使用MotoSimEG-VRC在工業機器人焊接、噴涂、碼垛、打磨等項目中構建系統；宏程序、高速傳送等功能在仿真中的使用。通過本書學習可使讀者熟練使用安川工業機器人仿真軟件MotoSimEG-VRC，掌握工業機器人虛擬示教、工業機器人工作站布局、工業機器人工作姿態優化，確認系統方案、工業機器人型號、工業機器人/工件安裝位置、工業機器人動作范圍和可達到性等，進而對夾具提出修改意見等全面、系統的仿真應用技能；使讀者了解工業機器人離線編程仿真方法，掌握利用相關建模操作來組建常見工業機器人工作站的方法和步驟。

·2.5萬字

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工業機器人運動仿真編程實踐：基于Android和OpenGL

本書介紹使用Java語言和OpenGL圖形編程工具開發Android操作系統下工業機器人仿真軟件的編程方法和程序實例。學習完本書，讀者可以自己編寫出一個簡單的工業機器人運動仿真程序，使其在Android操作系統的手機和平板電腦上運行。本書對使用OpenGL編程工具編寫Android操作系統下其他圖形顯示軟件也具有參考作用，適合作為各類高等院校相關專業學生、工程技術人員及編程愛好者自學Android操作系統下OpenGL編程技術的入門教材。

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面向STEM的mBlock智能機器人創新課程

機器人技術是人工智能的重要組成部分，目前很多公司推出的機器人相似度極高，缺乏新創意的融入。另外，很多公司壁壘性較強，開發的軟件界面各異，硬件各不兼容，配套的機器人說明書所述項目也普遍偏少，具有獨特性的基于學生眼光的有趣案例更為缺乏。本書包含了20個層次不同的案例，師生可以在這個“課程超市”中選擇感興趣的、適合自己水平的案例進行制作。

·2.5萬字

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Mastering Matplotlib 2.x

Inthisbook,you’llgethands-onwithcustomizingyourdataplotswiththehelpofMatplotlib.You’llstartwithcustomizingplots,makingahandfulofspecial-purposeplots,andbuilding3Dplots.You’llexplorenon-triviallayouts,Pylabcustomization,andmoreabouttileconfiguration.You’llbeabletoaddtext,putlinesinplots,andalsohandlepolygons,shapes,andannotations.Non-Cartesianandvectorplotsareexcitingtoconstruct,andyou’llexplorethemfurtherinthisbook.You’lldelveintonicheplotsandvisualizeordinalandtabulardata.Inthisbook,you’llbeexploring3Dplotting,oneofthebestfeatureswhenitcomesto3Ddatavisualization,alongwithJupyterNotebook,widgets,andcreatingmoviesforenhanceddatarepresentation.Geospatialplottingwillalsobeexplored.Finally,you’lllearnhowtocreateinteractiveplotswiththehelpofJupyter.LearnexperttechniquesforeffectivedatavisualizationusingMatplotlib3andPythonwithourlatestoffering--Matplotlib3.0Cookbook

·2.5萬字

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Network Security with pfSense

Whileconnectedtotheinternet,you’reapotentialtargetforanarrayofcyberthreats,suchashackers,keyloggers,andTrojansthatattackthroughunpatchedsecurityholes.Afirewallworksasabarrier(or‘shield’)betweenyourcomputerandcyberspace.pfSenseishighlyversatilefirewallsoftware.WiththousandsofenterprisesusingpfSense,itisfastbecomingtheworld'smosttrustedopensourcenetworksecuritysolution.NetworkSecuritywithpfSensebeginswithanintroductiontopfSense,whereyouwillgainanunderstandingofwhatpfSenseis,itskeyfeatures,andadvantages.Next,youwilllearnhowtoconfigurepfSenseasafirewallandcreateandmanagefirewallrules.Asyoumakeyourwaythroughthechapters,youwilltestpfSenseforfailoverandloadbalancingacrossmultiplewideareanetwork(WAN)connections.YouwillthenconfigurepfSensewithOpenVPNforsecureremoteconnectivityandimplementIPsecVPNtunnelswithpfSense.Intheconcludingchapters,you’llunderstandhowtoconfigureandintegratepfSenseasaSquidproxyserver.Bytheendofthisbook,youwillbeabletoleveragethepowerofpfSensetobuildasecurenetwork.

·2.5萬字

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Mastering Predictive Analytics with scikit：learn and TensorFlow

Pythonisaprogramminglanguagethatprovidesawiderangeoffeaturesthatcanbeusedinthefieldofdatascience.MasteringPredictiveAnalyticswithscikit-learnandTensorFlowcoversvariousimplementationsofensemblemethods,howtheyareusedwithreal-worlddatasets,andhowtheyimprovepredictionaccuracyinclassificationandregressionproblems.Thisbookstartswithensemblemethodsandtheirfeatures.Youwillseethatscikit-learnprovidestoolsforchoosinghyperparametersformodels.Asyoumakeyourwaythroughthebook,youwillcoverthenitty-grittyofpredictiveanalyticsandexploreitsfeaturesandcharacteristics.YouwillalsobeintroducedtoartificialneuralnetworksandTensorFlow,andhowitisusedtocreateneuralnetworks.Inthefinalchapter,youwillexplorefactorssuchascomputationalpower,alongwithimprovementmethodsandsoftwareenhancementsforefficientpredictiveanalytics.Bytheendofthisbook,youwillbewell-versedinusingdeepneuralnetworkstosolvecommonproblemsinbigdataanalysis.

·2.4萬字

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Building Impressive Presentations with Impress.js

Thisbookgivesyouexactlywhatyouneed,exactlywhenyouneedit.Usingeasy-to-followpracticalexamples,thisguidetakesyoufromsimplepresentationstocompletewebsitesinnotime.IfyouwanttoengageyouraudienceonalevelnotpreviouslypossibleonsoftwaresuchasPowerPointorPrezi,thenthisbookisforyou.WithbasicknowledgeofHTML,CSS,andJavaScriptyoucanstartmakingpresentationsthattrulyImpress.

·2.4萬字

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R Graph Essentials

ThisbookistargetedatRprogrammerswhowanttolearnthegraphingcapabilitiesofR.ThisbookwillpresumethatyouhaveworkingknowledgeofR.

·2.4萬字

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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.

·2.4萬字

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Machine Learning for Data Mining

Machinelearning(ML)combinedwithdataminingcangiveyouamazingresultsinyourdataminingworkbyempoweringyouwithseveralwaystolookatdata.Thisbookwillhelpyouimproveyourdataminingtechniquesbyusingsmartmodelingtechniques.ThisbookwillteachyouhowtoimplementMLalgorithmsandtechniquesinyourdataminingwork.Itwillenableyoutopairthebestalgorithmswiththerighttoolsandprocesses.Youwilllearnhowtoidentifypatternsandmakepredictionswithminimalhumanintervention.YouwillbuilddifferenttypesofMLmodels,suchastheneuralnetwork,theSupportVectorMachines(SVMs),andtheDecisiontree.Youwillseehowallofthesemodelsworksandwhatkindofdatainthedatasettheyaresuitedfor.Youwilllearnhowtocombinetheresultsofdifferentmodelsinordertoimproveaccuracy.Topicssuchasremovingnoiseandhandlingerrorswillgiveyouanaddededgeinmodelbuildingandoptimization.Bytheendofthisbook,youwillbeabletobuildpredictivemodelsandextractinformationofinterestfromthedataset

·2.3萬字

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Working with Linux：Quick Hacks for the Command Line

ThisbookisforsystemadministratorsanddeveloperswhoknowthebasicsofLinuxandwanttobrushupandsharpentheirskills.PriorexperiencewithLinuxshellisrequired.

·2.3萬字

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單片機應用技能操作和學習指導

本書采用工作過程導向的“典型工作任務分析法”，按照“初學者到專家”的職業成長規律，重新構建了單片機應用技術，是建立在近三年的教學改革的實踐。選取了與生活、生產貼近的教學內容：霓虹燈的設計與制作，電子鐘的設計與制作，測量儀表控制設計與制作，通信口應用與控制的設計與制作，微波爐控制系統的設計等項目。設計編寫了工作任務計劃書、學生工作頁、評價標準、項目工作總結等，引導學生進行自主學習、在制作中進行質量控制、完成后對作品評價、總結。

·2.3萬字

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Ripple Quick Start Guide

ThisbookstartsbygivingyouanunderstandingofthebasicsofblockchainandtheRippleprotocol.Youwillthengetsomehands-onexperienceofworkingwithXRP.YouwilllearnhowtosetupaRipplewalletandseehowseamlesslyyoucantransfermoneyabroad.YouwilllearnaboutdifferenttypesofwalletsthroughwhichyoucanstoreandtransactXRP,alongwiththesecurityprecautionsyouneedtotaketokeepyourmoneysafe.SinceRippleiscurrencyagnostic,itcanenablethetransferofvalueinUSD,EUR,andanyothercurrency.YoucaneventransferdigitalassetsusingRipple.YouwillseehowyoucanpayaninternationalmerchantwiththeirownnativecurrencyandhowRipplecanexchangeitonthe?y.OnceyouunderstandtheapplicationsofRipple,youwilllearnhowtocreateaconditionally-heldescrowusingtheRippleAPI,andhowtosendandcashchecks.Finally,youwillalsounderstandthecommonmisconceptionspeoplehaveaboutRippleanddiscoverthepotentialrisksyoumustconsiderbeforemakinginvestmentdecisions.Bytheendofthisbook,youwillhaveasolidfoundationforworkingwithRipple'sblockchain.Usingit,youwillbeabletosolveproblemscausedbytraditionalsystemsinyourrespectiveindustry.

·2.3萬字

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Adobe Edge Quickstart Guide

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

·2.3萬字

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WordPress for Education

WordPressforEducationisfullofscreenshots,practicalexamples,step-by-stepinstructions,andbestpracticesforusingWordPressinaneducationalsetting.WordPressforEducationiswrittenforeducatorsandeducationpersonnelinterestedinimplementingWordPressinaclassroomsetting.YouarenotrequiredtohavepreviousexperienceofWordPressoranyothercontentmanagementsystem.

·2.2萬字

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Hands-On Data Science with the Command Line

TheCommandLinehasbeeninexistenceonUNIX-basedOSesintheformofBashshellforover3decades.However,verylittleisknowntodevelopersastohowcommand-linetoolscanbeOSEMN(pronouncedasawesomeandstandingforObtaining,Scrubbing,Exploring,Modeling,andiNterpretingdata)forcarryingoutsimple-to-advanceddatasciencetasksatspeed.Thisbookwillstartwiththerequisiteconceptsandinstallationstepsforcarryingoutdatasciencetasksusingthecommandline.Youwilllearntocreateadatapipelinetosolvetheproblemofworkingwithsmall-tomedium-sizedfilesonasinglemachine.Youwillunderstandthepowerofthecommandline,learnhowtoeditfilesusingatext-basedandan.Youwillnotonlylearnhowtoautomatejobsandscripts,butalsolearnhowtovisualizedatausingthecommandline.Bytheendofthisbook,youwilllearnhowtospeeduptheprocessandperformautomatedtasksusingcommand-linetools.

·2.2萬字

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SolarWinds Server & Application Monitor：Deployment and Administration

AconciseandpracticalguidetousingSolarWindsServerApplicationMonitor.IfyouareanITprofessionalsrangingfromanentry-leveltechniciantoamoreadvancednetworkorsystemadministratorwhoisnewtonetworkmonitoringservicesand/orSolarWindsSAM,thisbookisidealforyou.

·2.2萬字

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Hands-On Internet of Things with Blynk

ThisbookistargetedatanystakeholderworkingintheIoTsectorwhowantstounderstandhowBlynkworksandbuildexcitingIoTprojects.PriorunderstandingofRaspberryPi,C/C++,andelectronicsisamust.

·2.2萬字

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Hands-On Data Analysis with NumPy and pandas

Hands-OnDataAnalysiswithNumPyandPandasisforyouifyouareaPythondeveloperandwanttotakeyourfirststepsintotheworldofdataanalysis.Nopreviousexperienceofdataanalysisisrequiredtoenjoythisbook.

·2.2萬字

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Python Artificial Intelligence Projects for Beginners

工業機器人工程應用虛擬仿真教程：MotoSim EG-VRC

工業機器人運動仿真編程實踐：基于Android和OpenGL

面向STEM的mBlock智能機器人創新課程

Mastering Matplotlib 2.x

Network Security with pfSense

Mastering Predictive Analytics with scikit：learn and TensorFlow

Building Impressive Presentations with Impress.js

R Graph Essentials

DevOps for Salesforce

Machine Learning for Data Mining

Working with Linux：Quick Hacks for the Command Line

單片機應用技能操作和學習指導

Ripple Quick Start Guide

Adobe Edge Quickstart Guide

WordPress for Education

Hands-On Data Science with the Command Line

SolarWinds Server & Application Monitor：Deployment and Administration

Hands-On Internet of Things with Blynk

Hands-On Data Analysis with NumPy and pandas