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Liferay Beginner’s Guide

PartofPackt’sBeginner’sGuideseries,eachchapterfollowsthecreationofafictionalneighbourhoodsitetodemonstrateanaspectofLiferayportalwithpracticalexamples,screenshots,andstep-by-stepinstructions.AllyouneedinordertobenefitfromtheLiferayBeginner’sGuideisprogrammingexperience.NopriorknowledgeofLiferayisrequired,althoughexperiencedLiferayportalprogrammerswhoneedtogetuptospeedwithitslatestfeatureswillalsofindthisbookuseful.

·8.8萬字

Photographic Rendering with VRay for SketchUp

Thisbookisfilledwithexamplesexplainingthetheoreticalconceptsbehindthem.Filledwithamplescreenshots,diagrams,andfinalrenderedimages,thisbookwillhelpreadersdevelopanunderstandingofphotographicrenderingwithVRay.IfyouareaSketchUpuserwhowouldlovetoturnyourfavouritemodellingapplicationintoa‘virtualphotographystudio’,thenthisbookhasbeendesignedandwrittenforyou.ExistingVRayuserswillalsofindplentytoenjoyandbenefitfrominthisbook.SomebasicexperiencewithSketchUpandfamiliaritywithphotographywillbehelpful,butisnotmandatory.

·8.7萬字

Learn Human：Computer Interaction

Human-ComputerInteraction(HCI)isafieldofstudythatresearches,designs,anddevelopssoftwaresolutionsthatsolvehumanproblems.Thisbookwillhelpyouunderstandvariousaspectsofthesoftwaredevelopmentphase,fromplanninganddatagatheringthroughtothedesignanddevelopmentofsoftwaresolutions.Thebookguidesyouthroughimplementingmethodologiesthatwillhelpyoubuildrobustsoftware.Youwillperformdatagathering,evaluateuserdata,andexecutedataanalysisandinterpretationtechniques.You’llalsounderstandwhyhuman-centeredmethodologiesaresuccessfulinsoftwaredevelopment,andlearnhowtobuildeffectivesoftwaresolutionsthroughpracticalresearchprocesses.Thebookwillevenshowyouhowtotranslateyourhumanunderstandingintosoftwaresolutionsthroughvalidationmethodsandrapidprototypingleadingtousabilitytesting.Later,youwillunderstandhowtouseeffectivestorytellingtoconveythekeyaspectsofyoursoftwaretousers.Throughoutthebook,youwilllearnthekeyconceptswiththehelpofhistoricalfigures,bestpractices,andreferencestocommonchallengesfacedinthesoftwareindustry.Bytheendofthisbook,youwillbewell-versedwithHCIstrategiesandmethodologiestodesigneffectiveuserinterfaces.

施耐德SoMachine控制器應用及編程指南

本書圍繞施耐德SoMachine控制平臺的運動控制器，邏輯控制器，變頻控制器和人機界面控制器的硬件應用環境，講解了基于IEC61131標準的SoMachine軟件的編程規則。使設計人員對機器控制的設計和編程不局限在一種編程格式，也不拘泥于只對邏輯狀態進行編程。可以根據工藝要求而采用SFC順序流程圖方式規劃結構，采用ST結構文本方式進行復雜工藝運算和調節計算，采用LD梯形圖方式處理各種邏輯和工藝過程，采用FBD功能圖方式進行同一功能的反復使用和對通信功能的搭建。同時書中對組成機器控制的常用功能，例如編碼器高速計數，總線通信，數據交換及運動控制功能的編輯做了闡述。對在程序調試過程中用到的虛擬人機操作界面，變量的曲線記錄等應用也做了描述。

Hands-On Explainable AI（XAI） with Python

EffectivelytranslatingAIinsightstobusinessstakeholdersrequirescarefulplanning,design,andvisualizationchoices.Describingtheproblem,themodel,andtherelationshipsamongvariablesandtheirfindingsareoftensubtle,surprising,andtechnicallycomplex.Hands-OnExplainableAI(XAI)withPythonwillseeyouworkwithspecifichands-onmachinelearningPythonprojectsthatarestrategicallyarrangedtoenhanceyourgrasponAIresultsanalysis.Youwillbebuildingmodels,interpretingresultswithvisualizations,andintegratingXAIreportingtoolsanddifferentapplications.YouwillbuildXAIsolutionsinPython,TensorFlow2,GoogleCloud’sXAIplatform,GoogleColaboratory,andotherframeworkstoopenuptheblackboxofmachinelearningmodels.Thebookwillintroduceyoutoseveralopen-sourceXAItoolsforPythonthatcanbeusedthroughoutthemachinelearningprojectlifecycle.Youwilllearnhowtoexploremachinelearningmodelresults,reviewkeyinfluencingvariablesandvariablerelationships,detectandhandlebiasandethicsissues,andintegratepredictionsusingPythonalongwithsupportingthevisualizationofmachinelearningmodelsintouserexplainableinterfaces.BytheendofthisAIbook,youwillpossessanin-depthunderstandingofthecoreconceptsofXAI.

Hands-On Unsupervised Learning with Python

Unsupervisedlearningisaboutmakinguseofraw,untaggeddataandapplyinglearningalgorithmstoittohelpamachinepredictitsoutcome.Withthisbook,youwillexploretheconceptofunsupervisedlearningtoclusterlargesetsofdataandanalyzethemrepeatedlyuntilthedesiredoutcomeisfoundusingPython.Thisbookstartswiththekeydifferencesbetweensupervised,unsupervised,andsemi-supervisedlearning.Youwillbeintroducedtothebest-usedlibrariesandframeworksfromthePythonecosystemandaddressunsupervisedlearninginboththemachinelearninganddeeplearningdomains.Youwillexplorevariousalgorithms,techniquesthatareusedtoimplementunsupervisedlearninginreal-worldusecases.Youwilllearnavarietyofunsupervisedlearningapproaches,includingrandomizedoptimization,clustering,featureselectionandtransformation,andinformationtheory.Youwillgethands-onexperiencewithhowneuralnetworkscanbeemployedinunsupervisedscenarios.YouwillalsoexplorethestepsinvolvedinbuildingandtrainingaGANinordertoprocessimages.Bytheendofthisbook,youwillhavelearnedtheartofunsupervisedlearningfordifferentreal-worldchallenges.

3ds Max Speed Modeling for 3D Artists

Stepbystepillustratedtutorialsaresupportedbyafocusedcommentary.Theexamplesaredesignedtoproceedfromstartingtomodelthroughmodelfinishingtoputtingmodelstoworkwithinprojectsandpresentation.Thebookshowsboth-theentireflowofassetcreationandgranularmethodology.Thisbookwillappealtoanyoneinterestedin3Dmodelingwhowantstoimprovetheirspeedmodelingability,particularlyartistswhoseworkisrelevanttoindustrieswherehardsurfacemodelingormodelprototypingisrequired,suchasgames,films,orvisualization.

基于ARM的嵌入式系統和物聯網開發

本書重點介紹利用ARMMPEA-平臺開發嵌入式系統和物聯網，其中NXPLPC1768和K64F具有快速微控制器、各種數字和模擬I/O、各種串行通信接口和易于使用的基于網絡的編譯器等強大特性，是嵌入開發工程師最受歡迎的工具之一。包含大量的原創開發技術和案例，是開發項目的實用指南。

·5.2萬字

MicroPython Cookbook

MicroPythonisanopensourceimplementationofPython3thatrunsinembeddedenvironments.WithMicroPython,youcanwritecleanandsimplePythoncodetocontrolhardwareinsteadofusingcomplexlow-levellanguageslikeCandC++.ThisbookguidesyouthroughallthemajorapplicationsoftheMicroPythonplatformtobuildandprogramprojectsthatusemicrocontrollers.TheMicroPythonbookcoversrecipesthat’llhelpyouexperimentwiththeprogrammingenvironmentandhardwareprogrammedinMicroPython.You’llfindtipsandtechniquesforbuildingavarietyofobjectsandprototypesthatcansenseandrespondtotouch,sound,position,heat,andlight.ThisbookwilltakeyouthroughtheusesofMicroPythonwithavarietyofpopularinputdevicesandsensors.You’lllearntechniquesforhandlingtimedelaysandsensorreadings,andapplyadvancedcodingtechniquestocreatecomplexprojects.Asyouadvance,you’llgettodealwithInternetofThings(IoT)devicesandintegrationwithotheronlinewebservices.Furthermore,you'llalsouseMicroPythontomakemusicwithbananasandcreateportablemultiplayervideogamesthatincorporatesoundandlightanimationsintothegameplay.Bytheendofthebook,you'llhavemasteredtipsandtrickstotroubleshootyourdevelopmentproblemsandpushyourMicroPythonprojecttothenextlevel!

·8.4萬字

The Applied Artificial Intelligence Workshop

Youalreadyknowthatartificialintelligence(AI)andmachinelearning(ML)arepresentinmanyofthetoolsyouuseinyourdailyroutine.ButdoyouwanttobeabletocreateyourownAIandMLmodelsanddevelopyourskillsinthesedomainstokickstartyourAIcareer?TheAppliedArtificialIntelligenceWorkshopgetsyoustartedwithapplyingAIwiththehelpofpracticalexercisesandusefulexamples,allputtogethercleverlytohelpyougaintheskillstotransformyourcareer.Thebookbeginsbyteachingyouhowtopredictoutcomesusingregression.You’llthenlearnhowtoclassifydatausingtechniquessuchask-nearestneighbor(KNN)andsupportvectormachine(SVM)classifiers.Asyouprogress,you'llexplorevariousdecisiontreesbylearninghowtobuildareliabledecisiontreemodelthatcanhelpyourcompanyfindcarsthatclientsarelikelytobuy.Thefinalchapterswillintroduceyoutodeeplearningandneuralnetworks.Throughvariousactivities,suchaspredictingstockpricesandrecognizinghandwrittendigits,you'lllearnhowtotrainandimplementconvolutionalneuralnetworks(CNNs)andrecurrentneuralnetworks(RNNs).BytheendofthisappliedAIbook,you'llhavelearnedhowtopredictoutcomesandtrainneuralnetworksandbeabletousevarioustechniquestodevelopAIandMLmodels.

·8.4萬字

Hands-On Embedded Programming with C++17

C++isagreatchoiceforembeddeddevelopment,mostnotably,becauseitdoesnotaddanybloat,extendsmaintainability,andoffersmanyadvantagesoverdifferentprogramminglanguages.Hands-OnEmbeddedProgrammingwithC++17willshowyouhowC++canbeusedtobuildrobustandconcurrentsystemsthatleveragetheavailablehardwareresources.StartingwithaprimeronembeddedprogrammingandthelatestfeaturesofC++17,thebooktakesyouthroughvariousfacetsofgoodprogramming.You’lllearnhowtousetheconcurrency,memorymanagement,andfunctionalprogrammingfeaturesofC++tobuildembeddedsystems.Youwillunderstandhowtointegrateyoursystemswithexternalperipheralsandefficientwaysofworkingwithdrivers.Thisbookwillalsoguideyouintestingandoptimizingcodeforbetterperformanceandimplementingusefuldesignpatterns.Asanadditionalbenefit,youwillseehowtoworkwithQt,thepopularGUIlibraryusedforbuildingembeddedsystems.Bytheendofthebook,youwillhavegainedtheconfidencetouseC++forembeddedprogramming.

·8.3萬字

Corona SDK Mobile Game Development：Beginner's Guide

Youwilllearnbydoing.FirstabriefcrashcourseinLuaandCorona.Oncethisisdoneyouwillbethrownstraightintocreatingfullyfunctionalcompletegameschapterbychapter.Certainchaptersarereservedforaddingadvancedfeaturessuchasmultipledeviceintegration,socialnetworkingandmonetization.ThisbookisforanyonewhowantstohaveagoatcreatingcommerciallysuccessfullygamesforAndroidandiOS.Youdon’tneedgamedevelopmentorprogrammingexperience.

R Deep Learning Essentials

Deeplearningisapowerfulsubsetofmachinelearningthatisverysuccessfulindomainssuchascomputervisionandnaturallanguageprocessing(NLP).ThissecondeditionofRDeepLearningEssentialswillopenthegatesforyoutoentertheworldofneuralnetworksbybuildingpowerfuldeeplearningmodelsusingtheRecosystem.Thisbookwillintroduceyoutothebasicprinciplesofdeeplearningandteachyoutobuildaneuralnetworkmodelfromscratch.Asyoumakeyourwaythroughthebook,youwillexploredeeplearninglibraries,suchasKeras,MXNet,andTensorFlow,andcreateinterestingdeeplearningmodelsforavarietyoftasksandproblems,includingstructureddata,computervision,textdata,anomalydetection,andrecommendationsystems.You’llcoveradvancedtopics,suchasgenerativeadversarialnetworks(GANs),transferlearning,andlarge-scaledeeplearninginthecloud.Intheconcludingchapters,youwilllearnaboutthetheoreticalconceptsofdeeplearningprojects,suchasmodeloptimization,overfitting,anddataaugmentation,togetherwithotheradvancedtopics.Bytheendofthisbook,youwillbefullypreparedandabletoimplementdeeplearningconceptsinyourresearchworkorprojects.

User Experience Mapping

ThisbookisforProductManager,ServiceManagersandDesignerswhoarekeenonlearningtheuserexperiencemappingtechniques.

Learning Less.js

IfyouareadesignerordeveloperwhowantstoquicklylearnhowtoharnessthepowerofLess.jstowritemoreefficientCSSstylesthatcanbeappliedtoawebsiteofanysize,thenthisbookisforyou.ThisbookwillhelpyoumasterboththebasicfunctionsandadvancedfeaturesofLess.js.ItwouldbehelpfultohavesomefamiliarityofwritingCSSstyles,althoughnopriorexperienceofusingCSSpreprocessorsisrequired.

Hands-On Python Deep Learning for the Web

Whenusedeffectively,deeplearningtechniquescanhelpyoudevelopintelligentwebapps.Inthisbook,you'llcoverthelatesttoolsandtechnologicalpracticesthatarebeingusedtoimplementdeeplearninginwebdevelopmentusingPython.Startingwiththefundamentalsofmachinelearning,you'llfocusonDLandthebasicsofneuralnetworks,includingcommonvariantssuchasconvolutionalneuralnetworks(CNNs).You'lllearnhowtointegratethemintowebsiteswiththefrontendsofdifferentstandardwebtechstacks.Thebookthenhelpsyougainpracticalexperienceofdevelopingadeeplearning-enabledwebappusingPythonlibrariessuchasDjangoandFlaskbycreatingRESTfulAPIsforcustommodels.Later,you'llexplorehowtosetupacloudenvironmentfordeeplearning-basedwebdeploymentsonGoogleCloudandAmazonWebServices(AWS).Next,you'lllearnhowtouseMicrosoft'sintelligentEmotionAPI,whichcandetectaperson'semotionsthroughapictureoftheirface.You'llalsogettogripswithdeployingreal-worldwebsites,inadditiontolearninghowtosecurewebsitesusingreCAPTCHAandCloudflare.Finally,you'lluseNLPtointegrateavoiceUXthroughDialogflowonyourwebpages.Bytheendofthisbook,you'llhavelearnedhowtodeployintelligentwebappsandwebsiteswiththehelpofeffectivetoolsandpractices.

·8萬字

基于Apache Kylin構建大數據分析平臺

ApacheKylin是一個開源的分布式分析引擎，提供Hadoop之上的SQL查詢接口及多維分析（OLAP）能力以支持超大規模數據，最初由eBay公司開發并貢獻至開源社區。它能在亞秒內查詢巨大的Hive表。本書分為21章，詳細講解ApacheKylin概念、安裝、配置、部署，讓讀者對ApacheKylin構建大數據分析平臺有一個感性認識。同時，本書從應用角度，結合Dome和實例介紹了用于多維分析的Cube算法的創建、配置與優化。最后還介紹了Kyligence公司發布KAP大數據分析平臺，對讀者有極大的參考價值。本書適合大數據技術初學者、大數據分析人員、大數據架構師等，也適合用于高等院校和培訓學校相關專業師生教學參考。

·7.1萬字

Cardboard VR Projects for Android

ThebookisforestablishedAndroiddeveloperswithagoodknowledgelevelofJava.NopriorOpenGLorgraphicsknowledgeisrequired.NopriorexperiencewithGoogleCardboardisexpected,butthosewhoarefamiliarwithCardboardandarelookingforprojectstoexpandtheirknowledgecanalsobenefitfromthisbook.

·8萬字