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IfyouareadeveloperwhoisnewtoAngularJSorisexperiencedwiththeAngularJSframework,thisbookisintendedforyou.Ifyouwanttoprovideabetteruserexperienceonyourwebapp,thisbookisalsoforyou.

·2.9萬字

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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.

·8.6萬字

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Augmented Reality with Kinect

Thisbookisaminitutorialwithplentyofcodeexamplesandstrategiestogiveyoumanyoptionswhenbuildingyourownapplications.ThisbookismeantforreaderswhoarefamiliarwithC/C++programmingandwanttowritesimpleprogramswithKinect.Thestandardtemplatelibrarycanalsobeusedasitissimpleenoughtounderstand.

·2.3萬字

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INSTANT Wijmo Widgets How-to

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

·1萬字

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The Reinforcement Learning Workshop

Variousintelligentapplicationssuchasvideogames,inventorymanagementsoftware,warehouserobots,andtranslationtoolsusereinforcementlearning(RL)tomakedecisionsandperformactionsthatmaximizetheprobabilityofthedesiredoutcome.ThisbookwillhelpyoutogettogripswiththetechniquesandthealgorithmsforimplementingRLinyourmachinelearningmodels.StartingwithanintroductiontoRL,you’llbeguidedthroughdifferentRLenvironmentsandframeworks.You’lllearnhowtoimplementyourowncustomenvironmentsanduseOpenAIbaselinestorunRLalgorithms.Onceyou’veexploredclassicRLtechniquessuchasDynamicProgramming,MonteCarlo,andTDLearning,you’llunderstandwhentoapplythedifferentdeeplearningmethodsinRLandadvancetodeepQ-learning.Thebookwillevenhelpyouunderstandthedifferentstagesofmachine-basedproblem-solvingbyusingDARQNonapopularvideogameBreakout.Finally,you’llfindoutwhentouseapolicy-basedmethodtotackleanRLproblem.BytheendofTheReinforcementLearningWorkshop,you’llbeequippedwiththeknowledgeandskillsneededtosolvechallengingproblemsusingreinforcementlearning.

·19.4萬字

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Liferay Beginner’s Guide

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

·8.8萬字

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Avid Media Composer 6.x Cookbook

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

·13.1萬字

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Learning PowerCLI

LearningPowerCLIiswritteninafriendlyandpracticalstylewithafocusongettingyoustartedandautomatingdailytasksquicklyandefficiently.IfyoumanageoradministrateavSphereenvironment,andwanttomakethateasierandmoreefficient,thenthisbookisforyou!ThisbookisidealforyouifyouwanttolearnhowtoautomateyourVMwarevSphereinfrastructure,bygettingthemostoutofPowerCLI.It’sassumedthatyouhavesomeexperienceinadministratingaVMwarevSphereenvironment.KnowledgeofMicrosoft’sWindowsPowerShellisnotaprerequisite.

·7.2萬字

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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.

·5.9萬字

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VMware Workstation：No Experience Necessary

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

·3萬字

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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.

·15.5萬字

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PlayStation?Mobile Development Cookbook

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

·5.9萬字

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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.

·4.4萬字

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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.

·8萬字

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BeagleBone By Example

ThisbookisintendedforhobbyistsandconsumerswhowishtocreateimpressiveprojectsusingBeagleBone.YoumustbefamiliarwithPythonprogramming.

·3.6萬字

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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.

·8.4萬字

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Learning Less.js

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

·8.2萬字

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Drupal Rules How-to

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

·1.1萬字

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