光遇除了千鸟城还有什么彩蛋

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

·8.6萬(wàn)字

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The Artificial Intelligence Infrastructure Workshop

Socialnetworkingsitesseeanaverageof350millionuploadsdaily-aquantityimpossibleforhumanstoscanandanalyze.OnlyAIcandothisjobattherequiredspeed,andtoleverageanAIapplicationatitsfullpotential,youneedanefficientandscalabledatastoragepipeline.TheArtificialIntelligenceInfrastructureWorkshopwillteachyouhowtobuildandmanageone.TheArtificialIntelligenceInfrastructureWorkshopbeginstakingyouthroughsomereal-worldapplicationsofAI.You’llexplorethelayersofadatalakeandgettogripswithsecurity,scalability,andmaintainability.Withthehelpofhands-onexercises,you’lllearnhowtodefinetherequirementsforAIapplicationsinyourorganization.ThisAIbookwillshowyouhowtoselectadatabaseforyoursystemandruncommonqueriesondatabasessuchasMySQL,MongoDB,andCassandra.You’llalsodesignyourownAItradingsystemtogetafeelofthepipeline-basedarchitecture.AsyoulearntoimplementadeepQ-learningalgorithmtoplaytheCartPolegame,you’llgainhands-onexperiencewithPyTorch.Finally,you’llexplorewaystorunmachinelearningmodelsinproductionaspartofanAIapplication.Bytheendofthebook,you’llhavelearnedhowtobuildanddeployyourownAIsoftwareatscale,usingvarioustools,APIframeworks,andserializationmethods.

·14.6萬(wàn)字

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Augmented Reality with Kinect

Thisbookisaminitutorialwithplentyofcodeexamplesandstrategiestogiveyoumanyoptionswhenbuildingyourownapplications.ThisbookismeantforreaderswhoarefamiliarwithC/C++programmingandwanttowritesimpleprogramswithKinect.Thestandardtemplatelibrarycanalsobeusedasitissimpleenoughtounderstand.

·2.3萬(wàn)字

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INSTANT Wijmo Widgets How-to

Filledwithpractical,step-by-stepinstructionsandclearexplanationsforthemostimportantandusefultasks.Arecipe-basedinstanttutorial,showingappdevelopmentwithKnockoutandWijmo,andcoveringmajorwidgetsandthemes.ThisbookaimsatequippingthereaderwiththenecessarytoolsthatWijmoandKnockoutJSprovideforeasingandspeedingupdevelopment.ItaddressestheneedsofeveryoneintheUIdevelopmentspace,bothexperiencedandnewbies.TogetthemostoutofthisbookyoushouldhaveagoodworkingknowledgeofHTML,CSS,andJavaScript,andwillneedtobecomfortableusingjQuery.

·1萬(wàn)字

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Learning Microsoft Cognitive Services

MicrosoftCognitiveServicesisasetofAPIsforaddingintelligencetoyourapplicationandleveragethepowerofAItosolveanybusinessproblemusingthecognitivecapabilities.ThisbookwillbeyourpracticalguidetoworkingwithcognitiveAPIsdevelopedbyMicrosoftandprovidedwiththeAzureplatformtodevelopersandbusinesses.YouwilllearntointegratetheAPIswithyourapplicationsinVisualStudio.Thebookintroducesyoutoabout24APIsincludingEmotion,Language,Vision,Speech,Knowledge,andSearchamongothers.Withtheeasy-to-followexamplesyouwillbeabletodevelopapplicationsforimageprocessing,speechrecognition,textprocession,andsoontoenhancethecapabilityofyourapplicationstoperformmorehuman-liketasks.Goingahead,thebookwillhelpyouworkwiththedatasetsthatenableyourapplicationstoprocessvariousdatainformofimage,videos,andtexts.Bytheendofthebook,youwillgetconfidenttoexploretheCognitiveServicesAPIsforyourapplicationsandmakethemintelligentfordeployinginbusinesses.

·5.9萬(wàn)字

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Advanced Machine Learning with R

Risoneofthemostpopularlanguageswhenitcomestoexploringthemathematicalsideofmachinelearningandeasilyperformingcomputationalstatistics.ThisLearningPathshowsyouhowtoleveragetheRecosystemtobuildefficientmachinelearningapplicationsthatcarryoutintelligenttaskswithinyourorganization.You'lltacklerealisticprojectssuchasbuildingpowerfulmachinelearningmodelswithensemblestopredictemployeeattrition.You'llexploredifferentclusteringtechniquestosegmentcustomersusingwholesaledataanduseTensorFlowandKeras-Rforperformingadvancedcomputations.You’llalsobeintroducedtoreinforcementlearningalongwithitsvarioususecasesandmodels.Additionally,itshowsyouhowsomeoftheseblack-boxmodelscanbediagnosedandunderstood.BytheendofthisLearningPath,you’llbeequippedwiththeskillsyouneedtodeploymachinelearningtechniquesinyourownprojects.ThisLearningPathincludescontentfromthefollowingPacktproducts:RMachineLearningProjectsbyDr.SunilKumarChinnamgari.MasteringMachineLearningwithR-ThirdEditionbyCoryLesmeister.

·13.2萬(wàn)字

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Avid Media Composer 6.x Cookbook

WritteninaCookbookstyle,it'spackedwithlogically-sequencedrecipestogaindeeperunderstandingofthesoftware.Eachrecipecontainsstep-by-stepinstructionsfollowedbyanalysisofwhatwasdoneineachtaskandotherusefulinformation.Thebookisdesignedsothatyoucanreaditchapterbychapter,oryoucanlookatthelistofrecipesandrefertotheminnoparticularorder.IfyouarenewtoeditingwithAvid,thisbookwillhelpyougetthemostoutofAvidMediaComposerrightfromthestart.EvenifyouareintermediatelyexperiencedwithAvid,youwilldiscovernewmethodsandgainadeeperunderstandingtotakeyourAvidexperiencetothenextlevel,withgreaterconfidence.

·13.1萬(wàn)字

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PlayStation?Mobile Development Cookbook

Writtenasaseriesofengagingandpracticalrecipes,thisessentialCookbookhasbeenmeticulouslydesignedandreviewedinordertoprovideyouwiththeultimatereferenceforPlayStation?Mobiledevelopment.Ifyou'vegotsomepriorexperiencewithC#andwanttocreateawesomeprojectsforthePlayStation?VitaandPlayStation?Certifieddevices,thenthisbookisforyou.

·5.9萬(wàn)字

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Hands-On Artificial Intelligence for Banking

Remodelingyouroutlookonbankingbeginswithkeepinguptodatewiththelatestandmosteffectiveapproaches,suchasartificialintelligence(AI).Hands-OnArtificialIntelligenceforBankingisapracticalguidethatwillhelpyouadvanceinyourcareerinthebankingdomain.ThebookwilldemonstrateAIimplementationtomakeyourbankingservicessmoother,morecost-efficient,andaccessibletoclients,focusingonboththeclient-andserver-sideusesofAI.You’llbeginbyunderstandingtheimportanceofartificialintelligence,whilealsogaininginsightsintotherecentAIrevolutioninthebankingindustry.Next,you’llgethands-onmachinelearningexperience,exploringhowtousetimeseriesanalysisandreinforcementlearningtoautomateclientprocurementsandbankingandfinancedecisions.Afterthis,you’llprogresstolearningaboutmechanizingcapitalmarketdecisions,usingautomatedportfoliomanagementsystemsandpredictingthefutureofinvestmentbanking.Inadditiontothis,you’llexploreconceptssuchasbuildingpersonalwealthadvisorsandmasscustomizationofclientlifetimewealth.Finally,you’llgettogripswithsomereal-worldAIconsiderationsinthefieldofbanking.Bytheendofthisbook,you’llbeequippedwiththeskillsyouneedtonavigatethefinancedomainbyleveragingthepowerofAI.

·5.5萬(wàn)字

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VMware Workstation：No Experience Necessary

Thisbookisapractical,step-by-stepguidetocreatingandmanagingvirtualmachinesusingVMwareWorkstation.VMwareWorkstation:NoExperienceNecessaryisfordevelopersaswellassystemadministratorswhowanttoefficientlysetupatestenvironment.Youshouldhavebasicnetworkingknowledge,andpriorexperiencewithVirtualMachinesandVMwarePlayerwouldbebeneficial

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Managing Multimedia and Unstructured Data in the Oracle Database

Thisbookiswritteninsimple,easytounderstandformatwithlotsofscreenshotsandstep-by-stepexplanations.IfyouareanOracledatabaseadministrator,Museumcurator,ITmanager,Developer,Photographer,Intelligenceteammember,WarehouseorSoftwareArchitectthenthisbookisforyou.Itcoversthebasicsandthenmovestoadvancedconcepts.Thiswillchallengeandincreaseyourknowledgeenablingallthosewhoreadittogainagreaterunderstandingofmultimediaandhowallunstructureddataismanaged.

·15.5萬(wàn)字

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Learning Stencyl 3.x Game Development Beginner's Guide

Astep-by-step,practicaltutorialwithano-nonsenseapproach.Thebookstartsbyshowingreadershowtocreateaplayablegamethatisfully-functioning,thenmovesontodemonstratehowtofine-tunethegamewitheye-catchinggraphicstechniques,audio-effectsandmore.ThisbookisforindieandexistinggamedevelopersandthosewhowanttogetstartedwithgamedevelopmentusingStencyl.SomeunderstandingofObjective-C,C++,andgamedevelopmentbasicsisrecommended.Peoplewithsomeprogrammingexperiencemayalsofindthisbookuseful.

·9.4萬(wàn)字

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Machine Learning with Swift

iOSdeveloperswhowishtocreatesmarteriOSapplicationsusingthepowerofmachinelearningwillfindthisbooktobeuseful.Thisbookwillalsobenefitdatascienceprofessionalswhoareinterestedinperformingmachinelearningonmobiledevices.FamiliaritywithSwiftprogrammingisallyouneedtogetstartedwiththisbook.

·7.1萬(wàn)字

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Drupal Rules How-to

Thisbookisapractical,task-based,step-by-steptutorialthatstartsinasimpleway,identifyingdiskdevicepartitions,andculminateswithadvancedtaskssuchaspreparingfornewoperatingsystems.ThisbookisforDrupalsitebuildersanddeveloperswhowanttotakefulladvantageoftheRulesframework'spowerandflexibility.ReadersofthisbookshouldbefamiliarwiththeDrupal7userinterface

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Visual Media Processing Using Matlab Beginner's Guide

Writteninafriendly,Beginner'sGuideformat,showingtheuserhowtousethedigitalmediaaspectsofMatlab(image,video,sound)inapractical,tutorial-basedstyle.ThisisgreatfornoviceprogrammersinanylanguagewhowouldliketouseMatlabasatoolfortheirimageandvideoprocessingneeds,andalsocomesinhandyforphotographersorvideoeditorswithevenlessprogrammingexperiencewantingtofindanall-in-onetoolfortheirtasks.

·8萬(wàn)字

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OpenCV 4 Computer Vision Application Programming Cookbook（Fourth Edition）

OpenCVisanimageandvideoprocessinglibraryusedforalltypesofimageandvideoanalysis.Throughoutthebook,you'llworkthroughrecipesthatimplementavarietyoftasks,suchasfacialrecognitionanddetection.With70self-containedtutorials,thisbookexaminescommonpainpointsandbestpracticesforcomputervision(CV)developers.Eachrecipeaddressesaspecificproblemandoffersaproven,best-practicesolutionwithinsightsintohowitworks,sothatyoucancopythecodeandconfigurationfilesandmodifythemtosuityourneeds.ThisbookbeginsbysettingupOpenCV,andexplainshowtomanipulatepixels.You'llunderstandhowyoucanprocessimageswithclassesandcountpixelswithhistograms.You'llalsolearndetecting,describing,andmatchinginterestpoints.Asyouadvancethroughthechapters,you'llgettogripswithestimatingprojectiverelationsinimages,reconstructing3Dscenes,processingvideosequences,andtrackingvisualmotion.Inthefinalchapters,you'llcoverdeeplearningconceptssuchasfaceandobjectdetection.Bytheendofthebook,you'llbeabletoconfidentlyimplementarangetocomputervisionalgorithmstomeetthetechnicalrequirementsofyourcomplexCVprojects

·10.5萬(wàn)字

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The Applied AI and Natural Language Processing Workshop

AreyoufascinatedwithapplicationslikeAlexaandSiriandhowtheyaccuratelyprocessinformationwithinsecondsbeforereturningaccurateresults?Areyoulookingforapracticalguidethatwillteachyouhowtobuildintelligentapplicationsthatcanrevolutionizetheworldofartificialintelligence?TheAppliedAIandNLPWorkshopwilltakeyouonapracticaljourneywhereyouwilllearnhowtobuildartificialintelligence(AI)andnaturallanguageprocessing(NLP)applicationswithAmazonWebservices(AWS).StartingwithanintroductiontoAIandmachinelearning,thisbookwillexplainhowAmazonS3,orAmazonSimpleStorageService,works.You’llthenintegrateAIwithAWStobuildserverlessservicesanduseAmazon’sNLPserviceComprehendtoperformtextanalysisonadocument.Asyouadvance,thebookwillhelpyougettogripswithtopicmodelingtoextractandanalyzecommonthemesonasetofdocumentswithunknowntopics.You’llalsoworkwithAmazonLextocreateandcustomizeachatbotfortaskautomationanduseAmazonRekognitionfordetectingobjects,scenes,andtextinimages.BytheendofTheAppliedAIandNLPWorkshop,you’llbeequippedwiththeknowledgeandskillsneededtobuildscalableintelligentapplicationswithAWS.

·4.4萬(wàn)字

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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(wàn)字

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Multimedia Programming Using Max-MSP and TouchDesigner

IfyouwanttolearnhowtouseMax6and/orTouchDesigner,orworkinaudio-visualreal-timeprocessing,thisisthebookforyou.Itisintendedforintermediateusersofbothprogramsandcanbehelpfulforartists,designers,musicians,VJs,andresearchers.Abasicunderstandingofaudioprinciplesisadvantageous.

·9.7萬(wàn)字

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Hands-On Motion Graphics with Adobe After Effects CC

Ifyou’rethinkingseriouslyaboutmakingandpublishingyourvideoswithprofessionaleditingandanimation,looknofurther!AdobeAfterEffectsisapopulartoolamongvideoeditorsandYouTuberstoenhancetheirvideosandbringthemtolifebyimplementingvisualeffectsandmotiongraphics.ThisbookwilltakeyourightfromthebasicsthroughtotheadvancedtechniquesinAdobeAfterEffectsCC2018.Youwillstartbysettingupyoureditingenvironmenttolearnandimprovetechniquestosharpenyourvideoeditingskills.Furthermore,youwillworkwithbasicandadvancedspecialeffectstocreate,modify,andoptimizemotiongraphicsinyourvideos.Lastly,youwillnotonlylearnhowtocreate2.5Danimations,butalsogettogripswithusingCinema4DLitetobuildandanimatecomplete3Dscenes.Bytheendofthebook,you’llhavelearnedhowtopackageavideoefficientlywiththehelpoftheprojectscovered.

·4萬(wàn)字

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Hands-On Unsupervised Learning with Python

The Artificial Intelligence Infrastructure Workshop

Augmented Reality with Kinect

INSTANT Wijmo Widgets How-to

Learning Microsoft Cognitive Services

Advanced Machine Learning with R

Avid Media Composer 6.x Cookbook

PlayStation?Mobile Development Cookbook

Hands-On Artificial Intelligence for Banking

VMware Workstation：No Experience Necessary

Managing Multimedia and Unstructured Data in the Oracle Database

Learning Stencyl 3.x Game Development Beginner's Guide

Machine Learning with Swift

Drupal Rules How-to

Visual Media Processing Using Matlab Beginner's Guide

OpenCV 4 Computer Vision Application Programming Cookbook（Fourth Edition）

The Applied AI and Natural Language Processing Workshop

The Applied Artificial Intelligence Workshop

Multimedia Programming Using Max-MSP and TouchDesigner

Hands-On Motion Graphics with Adobe After Effects CC