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BeagleBone Robotic Projects
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BeagleBone Robotic Projects

Developpracticalexampleprojectswithdetailedexplanations;combinetheprojectsinavastnumberofwaystocreatedifferentrobotdesigns,orworkthroughtheminsequencetodiscoverthefullcapabilityoftheBeagleBoneBlack.Thisbookisforanyonewhoiscuriousaboutusingnew,low-costhardwaretocreateroboticprojectsthathavepreviouslybeenthedomainofresearchlabs,majoruniversitiesorDefencedepartments.Someprogrammingexperiencewouldbeuseful,butifyouknowhowtouseapersonalcomputer,youcanusethisbooktoconstructfarmorecomplexsystemsthanyouwouldhavethoughtpossible.

Richard Grimmett ·硬件維護(hù) ·4.4萬字

BeagleBone By Example
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BeagleBone By Example

ThisbookisintendedforhobbyistsandconsumerswhowishtocreateimpressiveprojectsusingBeagleBone.YoumustbefamiliarwithPythonprogramming.

Jayakarthigeyan Prabakar ·硬件維護(hù) ·3.6萬字

Applied Deep Learning with Keras
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Applied Deep Learning with Keras

Thoughdesigningneuralnetworksisasought-afterskill,itisnoteasytomaster.WithKeras,youcanapplycomplexmachinelearningalgorithmswithminimumcode.AppliedDeepLearningwithKerasstartsbytakingyouthroughthebasicsofmachinelearningandPythonallthewaytogaininganin-depthunderstandingofapplyingKerastodevelopefficientdeeplearningsolutions.Tohelpyougraspthedifferencebetweenmachineanddeeplearning,thebookguidesyouonhowtobuildalogisticregressionmodel,firstwithscikit-learnandthenwithKeras.YouwilldelveintoKerasanditsmanymodelsbycreatingpredictionmodelsforvariousreal-worldscenarios,suchasdiseasepredictionandcustomerchurning.You’llgainknowledgeonhowtoevaluate,optimize,andimproveyourmodelstoachievemaximuminformation.Next,you’lllearntoevaluateyourmodelbycross-validatingitusingKerasWrapperandscikit-learn.Followingthis,you’llproceedtounderstandhowtoapplyL1,L2,anddropoutregularizationtechniquestoimprovetheaccuracyofyourmodel.Tohelpmaintainaccuracy,you’llgettogripswithapplyingtechniquesincludingnullaccuracy,precision,andAUC-ROCscoretechniquesforfinetuningyourmodel.Bytheendofthisbook,youwillhavetheskillsyouneedtouseKeraswhenbuildinghigh-leveldeepneuralnetworks.

Ritesh Bhagwat Mahla Abdolahnejad Matthew Moocarme ·硬件維護(hù) ·7.6萬字

The Applied Artificial Intelligence Workshop
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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.

Anthony So William So Zsolt Nagy ·硬件維護(hù) ·8.4萬字

OUYA Game Development by Example
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OUYA Game Development by Example

OUYAGameDevelopmentbyExampleconsistsofdifferentgameapplicationexamples.Nopriorexperiencewithprogrammingisrequired.Youwilllearneverythingfromscratchandwillhaveanorganizedflowofinformationspecificallydesignedforcompletebeginners.Usingthisbook,youcangetstartedwithcreatinggameswithoutanygamedevelopmentexperience.Thisbookisperfectforanyonethatwantstomakevideogamesbutisunsureofwheretostart.Itcoverselementsofgamedesign,art,andprogrammingcomprehensively,andtheengineusedthroughoutallofthetutorialsisverybeginnerfriendly.Nopriorknowledgeisassumedorrequiredforthetutorialsinthisbook.

Jack Donovan ·硬件維護(hù) ·6萬字

Hands-On Deep Learning for Images with TensorFlow
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Hands-On Deep Learning for Images with TensorFlow

TensorFlowisGoogle’spopularofferingformachinelearninganddeeplearning,quicklybecomingafavoritetoolforperformingfast,efficient,andaccuratedeeplearningtasks.Hands-OnDeepLearningforImageswithTensorFlowshowsyouthepracticalimplementationsofreal-worldprojects,teachingyouhowtoleverageTensorFlow’scapabilitiestoperformefficientimageprocessingusingthepowerofdeeplearning.Withthehelpofthisbook,youwillgettogripswiththedifferentparadigmsofperformingdeeplearningsuchasdeepneuralnetsandconvolutionalneuralnetworks,followedbyunderstandinghowtheycanbeimplementedusingTensorFlow.Bytheendofthisbook,youwillhavemasteredalltheconceptsofdeeplearningandtheirimplementationwithTensorFlowandKeras.

Will Ballard ·硬件維護(hù) ·1.7萬字

Hands-On Python Deep Learning for the Web
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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.

Anubhav Singh Sayak Paul ·硬件維護(hù) ·8萬字

Apple Motion 5 Cookbook
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Apple Motion 5 Cookbook

Step-by-step,practicalrecipestobuildsimpleandcomplexMotionGraphicswithMotion5AppleMotion5CookbookisdesignedforFinalCutProXvideoeditorsandMotion5userslookingtogainmoreknowledgeofhowMotionworks,andtogetmoreofa‘WOW’factorinprojects.It’salsoaimedatdesignersandmotiondesignersalike,whoarelookingtobuildontheirskillsets.

Nick Harauz ·硬件維護(hù) ·7.3萬字

Mastering Unity 2D Game Development
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Mastering Unity 2D Game Development

IfyouhaveC#knowledgebutnowwanttobecometrulyconfidentincreatingfullyfunctional2DRPGgameswithUnity,thenthisbookwillshowyoueverythingyouneedtoknow.

Simon Jackson ·硬件維護(hù) ·9.5萬字

The Deep Learning with Keras Workshop
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The Deep Learning with Keras Workshop

Newexperiencescanbeintimidating,butnotthisone!Thisbeginner’sguidetodeeplearningisheretohelpyouexploredeeplearningfromscratchwithKeras,andbeonyourwaytotrainingyourfirsteverneuralnetworks.WhatsetsKerasapartfromotherdeeplearningframeworksisitssimplicity.Withovertwohundredthousandusers,Kerashasastrongeradoptioninindustryandtheresearchcommunitythananyotherdeeplearningframework.TheDeepLearningwithKerasWorkshopstartsbyintroducingyoutothefundamentalconceptsofmachinelearningusingthescikit-learnpackage.Afterlearninghowtoperformthelineartransformationsthatarenecessaryforbuildingneuralnetworks,you'llbuildyourfirstneuralnetworkwiththeKeraslibrary.Asyouadvance,you'lllearnhowtobuildmulti-layerneuralnetworksandrecognizewhenyourmodelisunderfittingoroverfittingtothetrainingdata.Withthehelpofpracticalexercises,you’lllearntousecross-validationtechniquestoevaluateyourmodelsandthenchoosetheoptimalhyperparameterstofine-tunetheirperformance.Finally,you’llexplorerecurrentneuralnetworksandlearnhowtotrainthemtopredictvaluesinsequentialdata.Bytheendofthisbook,you'llhavedevelopedtheskillsyouneedtoconfidentlytrainyourownneuralnetworkmodels.

Matthew Moocarme Mahla Abdolahnejad Ritesh Bhagwat ·硬件維護(hù) ·10.1萬字

QQ閱讀手機(jī)版

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