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Python：Advanced Guide to Artificial Intelligence
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Python：Advanced Guide to Artificial Intelligence

ThisLearningPathisyourcompleteguidetoquicklygettingtogripswithpopularmachinelearningalgorithms.You'llbeintroducedtothemostwidelyusedalgorithmsinsupervised,unsupervised,andsemi-supervisedmachinelearning,andlearnhowtousetheminthebestpossiblemanner.RangingfromBayesianmodelstotheMCMCalgorithmtoHiddenMarkovmodels,thisLearningPathwillteachyouhowtoextractfeaturesfromyourdatasetandperformdimensionalityreductionbymakinguseofPython-basedlibraries.You'llbringtheuseofTensorFlowandKerastobuilddeeplearningmodels,usingconceptssuchastransferlearning,generativeadversarialnetworks,anddeepreinforcementlearning.Next,you'lllearntheadvancedfeaturesofTensorFlow1.x,suchasdistributedTensorFlowwithTFclusters,deployproductionmodelswithTensorFlowServing.You'llimplementdifferenttechniquesrelatedtoobjectclassification,objectdetection,imagesegmentation,andmore.BytheendofthisLearningPath,you'llhaveobtainedin-depthknowledgeofTensorFlow,makingyouthego-topersonforsolvingartificialintelligenceproblemsThisLearningPathincludescontentfromthefollowingPacktproducts:MasteringMachineLearningAlgorithmsbyGiuseppeBonaccorso.MasteringTensorFlow1.xbyArmandoFandango.DeepLearningforComputerVisionbyRajalingappaaShanmugamani.

Giuseppe Bonaccorso Armando Fandango Rajalingappaa Shanmugamani ·程序設(shè)計 ·14.2萬字

Mastering OpenCV 4
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Mastering OpenCV 4

MasteringOpenCV,nowinitsthirdedition,targetscomputervisionengineerstakingtheirfirststepstowardmasteringOpenCV.Keepingthemathematicalformulationstoasolidbutbareminimum,thebookdeliverscompleteprojectsfromideationtorunningcode,targetingcurrenthottopicsincomputervisionsuchasfacerecognition,landmarkdetectionandposeestimation,andnumberrecognitionwithdeepconvolutionalnetworks.You’lllearnfromexperiencedOpenCVexpertshowtoimplementcomputervisionproductsandprojectsbothinacademiaandindustryinacomfortablepackage.You’llgetacquaintedwithAPIfunctionalityandgaininsightsintodesignchoicesinacompletecomputervisionproject.You’llalsogobeyondthebasicsofcomputervisiontoimplementsolutionsforcompleximageprocessingprojects.Bytheendofthebook,youwillhavecreatedvariousworkingprototypeswiththehelpofprojectsinthebookandbewellversedwiththenewfeaturesofOpenCV4.

Roy Shilkrot David Millán Escrivá ·程序設(shè)計 ·6.7萬字

Xamarin.Forms Projects
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Xamarin.Forms Projects

Xamarin.Formsisalightweightcross-platformdevelopmenttoolkitforbuildingapplicationswitharichuserinterface.Inthisbookyou'llstartbybuildingprojectsthatexplaintheXamarin.Formsecosystemtogetupandrunningwithbuildingcross-platformapplications.We'llincreaseindifficultythroughouttheprojects,makingyoulearnthenitty-grittyofXamarin.Formsofferings.You'llgaininsightsintothearchitecture,howtoarrangeyourapp'sdesign,wheretobegindeveloping,whatpitfallsexist,andhowtoavoidthem.Thebookcontainssevenreal-worldprojects,togetyouhands-onwithbuildingrichUIsandprovidingatrulycross-platformexperience.ItwillalsoguideyouonhowtosetupamachineforXamarinappdevelopment.You'llbuildasimpleto-doapplicationthatgetsyougoing,thendivedeepintobuildingadvancedappssuchasmessagingplatform,games,andmachinelearning,tobuildaUIforanaugmentedrealityproject.Bytheendofthebook,you'llbeconfidentinbuildingcross-platformsandfittingXamarin.Formstoolkitsinyourappdevelopment.You'llbeabletotakethepracticeyougetfromthisbooktobuildapplicationsthatcomplywithyourrequirements.

Johan Karlsson Daniel Hindrikes ·程序設(shè)計 ·7.9萬字

Python Deep Learning
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Python Deep Learning

Withthesurgeinartificialintelligenceinapplicationscateringtobothbusinessandconsumerneeds,deeplearningismoreimportantthaneverformeetingcurrentandfuturemarketdemands.Withthisbook,you’llexploredeeplearning,andlearnhowtoputmachinelearningtouseinyourprojects.ThissecondeditionofPythonDeepLearningwillgetyouuptospeedwithdeeplearning,deepneuralnetworks,andhowtotrainthemwithhigh-performancealgorithmsandpopularPythonframeworks.You’lluncoverdifferentneuralnetworkarchitectures,suchasconvolutionalnetworks,recurrentneuralnetworks,longshort-termmemory(LSTM)networks,andcapsulenetworks.You’llalsolearnhowtosolveproblemsinthefieldsofcomputervision,naturallanguageprocessing(NLP),andspeechrecognition.You'llstudygenerativemodelapproachessuchasvariationalautoencodersandGenerativeAdversarialNetworks(GANs)togenerateimages.Asyoudelveintonewlyevolvedareasofreinforcementlearning,you’llgainanunderstandingofstate-of-the-artalgorithmsthatarethemaincomponentsbehindpopulargamesGo,Atari,andDota.Bytheendofthebook,youwillbewell-versedwiththetheoryofdeeplearningalongwithitsreal-worldapplications.

Ivan Vasilev Daniel Slater Gianmario Spacagna Peter Roelants Valentino Zocca ·程序設(shè)計 ·9.2萬字

Learn Spring for Android Application Development
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Learn Spring for Android Application Development

AsthenewofficiallanguageforAndroid,KotlinisattractingnewaswellasexistingAndroiddevelopers.AsmostdevelopersarestillworkingwithJavaandwanttoswitchtoKotlin,theyfindacombinationofthesetwoappealing.ThisbookaddressesthisinterestbybringingtogetherSpring,awidelyusedJavaSEframeworkforbuildingenterprise-gradeapplications,andKotlin.LearnSpringforAndroidApplicationDevelopmentwillguideyouinleveragingsomeofthepowerfulmodulesoftheSpringFrameworktobuildlightweightandrobustAndroidappsusingKotlin.Youwillworkwithvariousmodules,suchasSpringAOP,DependencyInjection,andInversionofControl,todevelopapplicationswithbetterdependencymanagement.You’llalsoexploreothermodulesoftheSpringFramework,suchasSpringMVC,SpringBoot,andSpringSecurity.Eachchapterhaspracticeexercisesattheendforyoutoassessyourlearning.Bytheendofthebook,youwillbefullyequippedtodevelopAndroidapplicationswithSpringtechnologies.

S. M. Mohi Us Sunnat Igor Kucherenko ·程序設(shè)計 ·5.8萬字

Hands-On RESTful API Design Patterns and Best Practices
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Hands-On RESTful API Design Patterns and Best Practices

ThisbookdealswiththeRepresentationalStateTransfer(REST)paradigm,whichisanarchitecturalstylethatallowsnetworkeddevicestocommunicatewitheachotherovertheinternet.Withthehelpofthisbook,you’llexploretheconceptsofservice-orientedarchitecture(SOA),event-drivenarchitecture(EDA),andresource-orientedarchitecture(ROA).Thisbookcoverswhythereisaninsistenceforhigh-qualityAPIstowardenterpriseintegration.ItalsocovershowtooptimizeandexploreendpointsformicroserviceswithAPIgatewaysandtouchesuponintegratedplatformsandHubsforRESTfulAPIs.You’llalsounderstandhowapplicationdeliveryanddeploymentscanbesimplifiedandstreamlinedintheRESTworld.ThebookwillhelpyoudigdeeperintothedistinctcontributionsofRESTfulservicesforIoTanalyticsandapplications.BesidesdetailingtheAPIdesignanddevelopmentaspects,thisbookwillassistyouindesigninganddevelopingproduction-ready,testable,sustainable,andenterprise-gradeAPIs.Bytheendofthebook,you’llbeempoweredwithallthatyouneedtocreatehighlyflexibleAPIsfornext-generationRESTfulservicesandapplications.

Harihara Subramanian Pethuru Raj ·程序設(shè)計 ·8.3萬字

DevOps with Kubernetes
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DevOps with Kubernetes

Kuberneteshasbeenwidelyadoptedacrosspubliccloudsandon-premisedatacenters.Aswe'relivinginaneraofmicroservices,knowinghowtouseandmanageKubernetesisanessentialskillforeveryoneintheITindustry.ThisbookisaguidetoeverythingyouneedtoknowaboutKubernetes—fromsimplydeployingacontainertoadministratingKubernetesclusterswisely.You'lllearnaboutDevOpsfundamentals,aswellasdeployingamonolithicapplicationasmicroservicesandusingKubernetestoorchestratethem.YouwillthengainaninsightintotheKubernetesnetwork,extensions,authenticationandauthorization.WiththeDevOpsspiritinmind,you'lllearnhowtoallocateresourcestoyourapplicationandpreparetoscalethemefficiently.Knowingthestatusandactivityoftheapplicationandclustersiscrucial,sowe’lllearnaboutmonitoringandlogginginKubernetes.Havinganimprovedabilitytoobserveyourservicesmeansthatyouwillbeabletobuildacontinuousdeliverypipelinewithconfidence.Attheendofthebook,you'lllearnhowtorunmanagedKubernetesservicesonthreetopcloudproviders:GoogleCloudPlatform,AmazonWebServices,andMicrosoftAzure.

Hideto Saito Hui Chuan Chloe Lee Cheng Yang Wu ·程序設(shè)計 ·9.4萬字

Mastering Rust
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Mastering Rust

Rustisanempoweringlanguagethatprovidesararecombinationofsafety,speed,andzero-costabstractions.MasteringRust–SecondEditionisfilledwithclearandsimpleexplanationsofthelanguagefeaturesalongwithreal-worldexamples,showingyouhowyoucanbuildrobust,scalable,andreliableprograms.ThissecondeditionofthebookimprovesuponthepreviousoneandtouchesonallaspectsthatmakeRustagreatlanguage.WehaveincludedthefeaturesfromlatestRust2018editionsuchasthenewmodulesystem,thesmartercompiler,helpfulerrormessages,andthestableproceduralmacros.You’lllearnhowRustcanbeusedforsystemsprogramming,networkprogramming,andevenontheweb.You’llalsolearntechniquessuchaswritingmemory-safecode,buildingidiomaticRustlibraries,writingefficientasynchronousnetworkingcode,andadvancedmacros.Thebookcontainsamixoftheoryandhands-ontaskssoyouacquiretheskillsaswellastheknowledge,anditalsoprovidesexercisestohammertheconceptsin.Afterreadingthisbook,youwillbeabletoimplementRustforyourenterpriseprojects,writebettertestsanddocumentation,designforperformance,andwriteidiomaticRustcode.

Rahul Sharma Vesa Kaihlavirta ·程序設(shè)計 ·13.4萬字

React Native Cookbook
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React Native Cookbook

Ifyouareadeveloperlookingtocreatemobileapplicationswithmaximizedcodereusabilityandminimizedcost,ReactNativeiswhatyouneed.Withthispracticalguide,you’llbeabletobuildattractiveUIs,tacklecommonproblemsinmobiledevelopment,andachieveimprovedperformanceinmobileenvironments.ThisbookstartsbycoveringthecommontechniquesforReactNativecustomizationandhelpsyousetupyourdevelopmentplatforms.Overthecourseofthebook,you’llworkthroughawidevarietyofrecipesthathelpyoucreate,style,andanimateyourappswithbuilt-inReactNativeandcustomthird-partycomponents.You’llalsodevelopreal-worldbrowser-basedauthentication,buildafullyfunctionalaudioplayer,andintegrateGoogleMapsinyourapps.Thisbookwillhelpyouexploredifferentstrategiesforworkingwithdata,includingleveragingthepopularReduxlibraryandoptimizingyourapp’sdataflow.You’llalsolearnhowtowritenativedevicefunctionalityfornewandexistingReactNativeprojectsandhowappdeploymentworks.Bytheendofthisbook,you'llbeequippedwithtipsandtrickstowriteefficientcodeandhavetheskillstobuildfulliOSandAndroidapplicationsusingReactNative.

Dan Ward ·程序設(shè)計 ·10.1萬字

Advanced Python Programming
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Advanced Python Programming

ThisLearningPathshowsyouhowtoleveragethepowerofbothnativeandthird-partyPythonlibrariesforbuildingrobustandresponsiveapplications.Youwilllearnaboutprofilersandreactiveprogramming,concurrencyandparallelism,aswellastoolsformakingyourappsquickandefficient.YouwilldiscoverhowtowritecodeforparallelarchitecturesusingTensorFlowandTheano,anduseaclusterofcomputersforlarge-scalecomputationsusingtechnologiessuchasDaskandPySpark.WiththeknowledgeofhowPythondesignpatternswork,youwillbeabletocloneobjects,secureinterfaces,dynamicallychoosealgorithms,andaccomplishmuchmoreinhighperformancecomputing.BytheendofthisLearningPath,youwillhavetheskillsandconfidencetobuildengagingmodelsthatquicklyofferefficientsolutionstoyourproblems.ThisLearningPathincludescontentfromthefollowingPacktproducts:PythonHighPerformance-SecondEditionbyGabrieleLanaro.MasteringConcurrencyinPythonbyQuanNguyen.MasteringPythonDesignPatternsbySakisKasampalis.

Dr. Gabriele Lanaro Quan Nguyen Sakis Kasampalis ·程序設(shè)計 ·15.6萬字

Hands-On GUI Application Development in Go
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Hands-On GUI Application Development in Go

GoisoftencomparedtoC++whenitcomestolow-levelprogrammingandimplementationsthatrequirefasterprocessing,suchasGraphicalUserInterfaces(GUIs).Infact,manyclaimthatGoissuperiortoC++intermsofitsconcurrencyandeaseofuse.Mostgraphicalapplicationtoolkits,though,arestillwrittenusingCorC++,andsotheydon'tenjoythebenefitsofusingamodernprogramminglanguagesuchasGo.ThisguidetoprogrammingGUIswithGo1.11exploresthevarioustoolkitsavailable,includingUI,Walk,Shiny,andFyne.Thebookcomparesthevisionbehindeachprojecttohelpyoupicktherightapproachforyourproject.Eachframeworkisdescribedindetail,outlininghowyoucanbuildperformantapplicationsthatuserswilllove.Toaidyoufurtherincreatingapplicationsusingtheseemergingtechnologies,you'llbeabletoeasilyrefertocodesamplesandscreenshotsfeaturedinthebook.Inadditiontotoolkit-specificdiscussions,you'llcovermorecomplextopics,suchashowtostructuregrowinggraphicalapplications,andhowcross-platformapplicationscanintegratewitheachdesktopoperatingsystemtocreateaseamlessuserexperience.BydelvingintotechniquesandbestpracticesfororganizingandscalingGo-basedgraphicalapplications,you'llalsoglimpseGo'simpressiveconcurrencysystem.Intheconcludingchapters,you'lldiscoverhowtodistributetothemaindesktopmarketplacesanddistributionchannels.Bytheendofthisbook,you'llbeaconfidentGUIdeveloperwhocanusetheGolanguagetoboosttheperformanceofyourapplications.

Andrew Williams ·程序設(shè)計 ·9.4萬字

Getting Started with Python
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Getting Started with Python

ThisLearningPathhelpsyougetcomfortablewiththeworldofPython.ItstartswithathoroughandpracticalintroductiontoPython.You’llquicklystartwritingprograms,buildingwebsites,andworkingwithdatabyharnessingPython'srenowneddatasciencelibraries.Withthepoweroflinkedlists,binarysearches,andsortingalgorithms,you'lleasilycreatecomplexdatastructures,suchasgraphs,stacks,andqueues.Afterunderstandingcooperativeinheritance,you'llexpertlyraise,handle,andmanipulateexceptions.Youwilleffortlesslyintegratetheobject-orientedandnot-so-object-orientedaspectsofPython,andcreatemaintainableapplicationsusinghigherleveldesignpatterns.Onceyou’vecoveredcoretopics,you’llunderstandthejoyofunittestingandjusthoweasyitistocreateunittests.BytheendofthisLearningPath,youwillhavebuiltcomponentsthatareeasytounderstand,debug,andcanbeusedacrossdifferentapplications.ThisLearningPathincludescontentfromthefollowingPacktproducts:LearnPythonProgramming-SecondEditionbyFabrizioRomano.PythonDataStructuresandAlgorithmsbyBenjaminBaka.Python3Object-OrientedProgrammingbyDustyPhillips.

Fabrizio Romano Benjamin Baka Dusty Phillips ·程序設(shè)計 ·18萬字

MongoDB，Express，Angular，and Node.js Fundamentals
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MongoDB，Express，Angular，and Node.js Fundamentals

MongoDB,Express,AngularandNode.jsFundamentalsisapracticalguidetothetried-and-trueproduction-readyMEANstack,withtipsandbestpractices.ThebookbeginsbydemystifyingtheMEANarchitecture.You’lltakealookatthefeaturesoftheJavaScriptlibraries,technologies,andframeworksthatmakeupaMEANstack.Withthisbook,you'llnotonlylearnhowtodevelophighlyscalable,asynchronous,andevent-drivenAPIsquicklywithExpressandNode.js,butyou'llalsobeableputyourfull-stackskillstousebybuildingtwofull-fledgedMEANapplicationsfromscratch.You’llunderstandhowtobuildabloggingapplicationusingtheMEANstackandgettogripswithuserauthenticationusingMEAN.Asyouprogressthroughthechapters,you’llexploresomeoldandnewfeaturesofAngular,suchaspipes,reactiveforms,modulesandoptimizingapps,animationsandunittesting,andmuchmore.Bytheendofthebook,you’llgetreadytotakecontroloftheMEANstackandtransformintoafull-stackJavaScriptdeveloper,developingefficientwebapplicationsusingJavascripttechnologies.

Paul Oluyege ·程序設(shè)計 ·5.7萬字

Mastering OpenCV 4 with Python
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Mastering OpenCV 4 with Python

OpenCVisconsideredtobeoneofthebestopensourcecomputervisionandmachinelearningsoftwarelibraries.Ithelpsdevelopersbuildcompleteprojectsinrelationtoimageprocessing,motiondetection,orimagesegmentation,amongmanyothers.OpenCVforPythonenablesyoutoruncomputervisionalgorithmssmoothlyinrealtime,combiningthebestoftheOpenCVC++APIandthePythonlanguage.Inthisbook,you'llgetstartedbysettingupOpenCVanddelvingintothekeyconceptsofcomputervision.You'llthenproceedtostudymoreadvancedconceptsanddiscoverthefullpotentialofOpenCV.ThebookwillalsointroduceyoutothecreationofadvancedapplicationsusingPythonandOpenCV,enablingyoutodevelopapplicationsthatincludefacialrecognition,targettracking,oraugmentedreality.Next,you'lllearnmachinelearningtechniquesandconcepts,understandhowtoapplytheminreal-worldexamples,andalsoexploretheirbenefits,includingreal-timedataproductionandfasterdataprocessing.You'llalsodiscoverhowtotranslatethefunctionalityprovidedbyOpenCVintooptimizedapplicationcodeprojectsusingPythonbindings.Towardtheconcludingchapters,you'llexploretheapplicationofartificialintelligenceanddeeplearningtechniquesusingthepopularPythonlibrariesTensorFlow,andKeras.Bytheendofthisbook,you'llbeabletodevelopadvancedcomputervisionapplicationstomeetyourcustomers'demands.

Alberto Fernández Villán ·程序設(shè)計 ·9.9萬字

Mastering Geospatial Development with QGIS 3.x
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Mastering Geospatial Development with QGIS 3.x

QGISisanopensourcesolutiontoGISandwidelyusedbyGISprofessionalsallovertheworld.ItistheleadingalternativetoproprietaryGISsoftware.AlthoughQGISisdescribedasintuitive,itisalso,bydefault,complex.Knowingwhichtoolstouseandhowtoapplythemisessentialtoproducingvaluabledeliverablesontime.StartingwitharefresherontheQGISbasicsandgettingyouacquaintedwiththelatestQGIS3.6updates,thisbookwilltakeyouallthewaythroughtoteachingyouhowtocreateaspatialdatabaseandaGeoPackage.Next,youwilllearnhowtostylerasterandvectordatabychoosingandmanagingdifferentcolors.Thebookwillthenfocusonprocessingrasterandvectordata.Youwillbethentaughtadvancedapplications,suchascreatingandeditingvectordata.Alongwiththat,youwillalsolearnaboutthenewlyupdatedProcessingToolbox,whichwillhelpyoudeveloptheadvanceddatavisualizations.Thebookwillthenexplaintoyouthegraphicmodeler,howtocreateQGISpluginswithPyQGIS,andhowtointegratePythonanalysisscriptswithQGIS.Bytheendofthebook,youwillunderstandhowtoworkwithallaspectsofQGISandwillbereadytouseitforanytypeofGISwork.

Shammunul Islam Simon Miles GISP Menke GISP Smith Jr. Luigi Pirelli GISP Van Hoesen ·程序設(shè)計 ·7.9萬字

React Material：UI Cookbook
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React Material：UI Cookbook

Material-UIisacomponentlibraryforrenderingUIelements,usingmodernbestpracticesfromReactandMaterialDesign.Thisbookwillshowyouhowyoucancreateimpressiveandcaptivatingmodern-daywebappsbyimplementingMaterialDesignconsiderations.ThebookisdesignedtohelpyouuseavarietyofMaterial-UIcomponentstoenhanceUIfunctionality,alongwithguidingyouthroughReactbestpractices,andusingstate,context,andothernewReact16.8features.Youwillstartwithlayoutandnavigation,exploringtheGridcomponentandunderstandinghowit’susedtobuildlayoutsforyourMaterial-UIapps.UsingMaterial-UIcomponents,you’llthenexplorethetechniqueofeffectivelypresentinginformation.Inlatersections,youwillalsolearnaboutthedifferentcomponentsforuserinteractionssuchasthetextinputcomponentandbuttons.Finally,thebookwillgetyouuptospeedwithcustomizingthelookandfeelofyourapp,rightfromcreatingaMaterial-UIthemethroughtostylingiconsandtext.Bytheendofthisbook,youwillhavedevelopedtheskillsyouneedtoimprovethelookandfeelofyourapplicationsusingMaterial-UIcomponents.

Adam Boduch ·程序設(shè)計 ·6.5萬字

Julia 1.0 Programming Complete Reference Guide
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Julia 1.0 Programming Complete Reference Guide

JuliaoffersthehighproductivityandeaseofuseofPythonandRwiththelightning-fastspeedofC++.There’sneverbeenabettertimetolearnthislanguage,thankstoitslarge-scaleadoptionacrossawiderangeofdomains,includingfintech,biotechandartificialintelligence(AI).YouwillbeginbylearninghowtosetuparunningJuliaplatform,beforeexploringitsvariousbuilt-intypes.ThisLearningPathwalksyouthroughtwoimportantcollectiontypes:arraysandmatrices.You’llbetakenthroughhowtypeconversionsandpromotionswork,andinfurtherchaptersyou'llstudyhowJuliainteractswithoperatingsystemsandotherlanguages.You’llalsolearnabouttheuseofmacros,whatmakesJuliasuitablefornumericalandscientificcomputing,andhowtorunexternalprograms.Onceyouhavegraspedthebasics,thisLearningPathgoesontohowtoanalyzetheIrisdatasetusingDataFrames.Whilebuildingawebscraperandawebapp,you’llexploretheuseoffunctions,methods,andmultipledispatches.Inthefinalchapters,you'lldelveintomachinelearning,whereyou'llbuildabookrecommendersystem.BytheendofthisLearningPath,you’llbewellversedwithJuliaandhavetheskillsyouneedtoleverageitshighspeedandefficiencyforyourapplications.ThisLearningPathincludescontentfromthefollowingPacktproducts:Julia1.0Programming-SecondEditionbyIvoBalbaert.JuliaProgrammingProjectsbyAdrianSalceanu.

Ivo Balbaert Adrian Salceanu ·程序設(shè)計 ·9.8萬字

The Complete Rust Programming Reference Guide
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The Complete Rust Programming Reference Guide

Rustisapowerfullanguagewithararecombinationofsafety,speed,andzero-costabstractions.ThisLearningPathisfilledwithclearandsimpleexplanationsofitsfeaturesalongwithreal-worldexamples,demonstratinghowyoucanbuildrobust,scalable,andreliableprograms.You’llgetstartedwithanintroductiontoRustdatastructures,algorithms,andessentiallanguageconstructs.Next,youwillunderstandhowtostoredatausinglinkedlists,arrays,stacks,andqueues.You’llalsolearntoimplementsortingandsearchingalgorithms,suchasBruteForcealgorithms,Greedyalgorithms,DynamicProgramming,andBacktracking.Asyouprogress,you’llpickuponusingRustforsystemsprogramming,networkprogramming,andtheweb.You’llthenmoveontodiscoveravarietyoftechniques,rightfromwritingmemory-safecode,tobuildingidiomaticRustlibraries,andevenadvancedmacros.BytheendofthisLearningPath,you’llbeabletoimplementRustforenterpriseprojects,writingbettertestsanddocumentation,designingforperformance,andcreatingidiomaticRustcode.ThisLearningPathincludescontentfromthefollowingPacktproducts:MasteringRust-SecondEditionbyRahulSharmaandVesaKaihlavirta.Hands-OnDataStructuresandAlgorithmswithRustbyClausMatzinger.

Rahul Sharma Vesa Kaihlavirta Claus Matzinger ·程序設(shè)計 ·16.3萬字

Unreal Engine 4 Game Development Quick Start Guide
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Unreal Engine 4 Game Development Quick Start Guide

UnrealEngineisapopulargameenginefordeveloperstobuildhigh-end2Dand3Dgames.Thisbookisapracticalguide,startingoffbyquicklyintroducingyoutotheUnrealEngine4(UE4)ecosystem.YouwilllearnhowtocreateBlueprintsandC++codetodefineyourgame'sfunctionality.YouwillbefamiliarizedwiththecoresystemsofUE4suchasUMG,AnimationBlueprints,andBehaviorTrees.Youwillalsolearnhowtousereplicationtocreatemultiplayergames.Bytheendofthisbook,youwillhaveabroad,solidknowledgebasetoexpandupononyourjourneywithUE4.

Rachel Cordone ·程序設(shè)計 ·4.2萬字

Qt 5 and OpenCV 4 Computer Vision Projects
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Qt 5 and OpenCV 4 Computer Vision Projects

OpenCVandQthaveproventobeawinningcombinationfordevelopingcross-platformcomputervisionapplications.Byleveragingtheirpower,youcancreaterobustapplicationswithbothanintuitivegraphicaluserinterface(GUI)andhigh-performancecapabilities.Thisbookwillhelpyoulearnthroughavarietyofreal-worldprojectsonimageprocessing,faceandtextrecognition,objectdetection,andhigh-performancecomputing.You’llbeabletoprogressivelybuildonyourskillsbyworkingonprojectsofincreasingcomplexity.You’llbeginbycreatinganimageviewerapplication,buildingauserinterfacefromscratchbyaddingmenus,performingactionsbasedonkey-presses,andapplyingotherfunctions.Asyouprogress,thebookwillguideyouthroughusingOpenCVimageprocessingandmodificationfunctionstoeditanimagewithfiltersandtransformationfeatures.Inadditiontothis,you’llexplorethecomplexmotionanalysisandfaciallandmarkdetectionalgorithms,whichyoucanusetobuildsecurityandfacedetectionapplications.Finally,you’lllearntousepretraineddeeplearningmodelsinOpenCVandGPUstofilterimagesquickly.Bytheendofthisbook,youwillhavelearnedhowtoeffectivelydevelopfull-fledgedcomputervisionapplicationswithOpenCVandQt.

Zhuo Qingliang ·程序設(shè)計 ·7.7萬字

QQ閱讀手機版

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