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The Machine Learning Workshop
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The Machine Learning Workshop

Machinelearningalgorithmsareanintegralpartofalmostallmodernapplications.Tomakethelearningprocessfasterandmoreaccurate,youneedatoolflexibleandpowerfulenoughtohelpyoubuildmachinelearningalgorithmsquicklyandeasily.WithTheMachineLearningWorkshop,you'llmasterthescikit-learnlibraryandbecomeproficientindevelopingclevermachinelearningalgorithms.TheMachineLearningWorkshopbeginsbydemonstratinghowunsupervisedandsupervisedlearningalgorithmsworkbyanalyzingareal-worlddatasetofwholesalecustomers.Onceyou'vegottogripswiththebasics,you’lldevelopanartificialneuralnetworkusingscikit-learnandthenimproveitsperformancebyfine-tuninghyperparameters.Towardstheendoftheworkshop,you'llstudythedatasetofabank'smarketingactivitiesandbuildmachinelearningmodelsthatcanlistclientswhoarelikelytosubscribetoatermdeposit.You'llalsolearnhowtocomparethesemodelsandselecttheoptimalone.BytheendofTheMachineLearningWorkshop,you'llnotonlyhavelearnedthedifferencebetweensupervisedandunsupervisedmodelsandtheirapplicationsintherealworld,butyou'llalsohavedevelopedtheskillsrequiredtogetstartedwithprogrammingyourveryownmachinelearningalgorithms.

Hyatt Saleh ·硬件維護 ·6萬字

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 ·6萬字

Hands-On Natural Language Processing with PyTorch 1.x
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Hands-On Natural Language Processing with PyTorch 1.x

Intheinternetage,whereanincreasingvolumeoftextdataisgenerateddailyfromsocialmediaandotherplatforms,beingabletomakesenseofthatdataisacrucialskill.Withthisbook,you’lllearnhowtoextractvaluableinsightsfromtextbybuildingdeeplearningmodelsfornaturallanguageprocessing(NLP)tasks.StartingbyunderstandinghowtoinstallPyTorchandusingCUDAtoacceleratetheprocessingspeed,you’llexplorehowtheNLParchitectureworkswiththehelpofpracticalexamples.ThisPyTorchNLPbookwillguideyouthroughcoreconceptssuchaswordembeddings,CBOW,andtokenizationinPyTorch.You’llthenlearntechniquesforprocessingtextualdataandseehowdeeplearningcanbeusedforNLPtasks.Thebookdemonstrateshowtoimplementdeeplearningandneuralnetworkarchitecturestobuildmodelsthatwillallowyoutoclassifyandtranslatetextandperformsentimentanalysis.Finally,you’lllearnhowtobuildadvancedNLPmodels,suchasconversationalchatbots.Bytheendofthisbook,you’llnotonlyhaveunderstoodthedifferentNLPproblemsthatcanbesolvedusingdeeplearningwithPyTorch,butalsobeabletobuildmodelstosolvethem.

Thomas Dop ·硬件維護 ·5.9萬字

Android NDK Game Development Cookbook
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Android NDK Game Development Cookbook

Asystematicguideconsistingofover70recipeswhichfocusonhelpingyoubuildportablemobilegamesandaimstoenhanceyourgamedevelopmentskillswithclearinstructions.IfyouareaC++developerwhowantstojumpintotheworldofAndroidgamedevelopmentandwhowantstousethepowerofexistingC++librariesinyourexistingAndroidJavaapplications,thenthisbookisforyou.YouneedtohavebasicknowledgeofCorC++includingpointermanipulation,multithreading,andobject-orientedprogrammingconceptsaswellassomeexperiencedevelopingapplicationswithoutusinganIDE.

Sergey Kosarevsky Viktor Latypov ·硬件維護 ·5.9萬字

Learning Microsoft Cognitive Services
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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.

Leif Larsen ·硬件維護 ·5.9萬字

PlayStation?Mobile Development Cookbook
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PlayStation?Mobile Development Cookbook

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

Michael Fleischauer ·硬件維護 ·5.9萬字

R Graphs Cookbook Second Edition
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R Graphs Cookbook Second Edition

TargetedatthosewithanexistingfamiliaritywithRprogramming,thispracticalguidewillappealdirectlytoprogrammersinterestedinlearningeffectivedatavisualizationtechniqueswithRandawide-rangeofitsassociatedlibraries.

Jaynal Abedin Hrishi V. Mittal ·硬件維護 ·5.8萬字

Mastering Manga Studio 5
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Mastering Manga Studio 5

MasteringMangaStudio5willfollowanexplanatory,workthroughmanualapproach.ThemainfeaturesofMangawillbepresentedineachsectionalongwithexcitingtips,vitaltechniquesandimpressiveworkflows.ThisbookisforthosewhoalreadyhavesomeMangaStudioandgraphicsprogramexperience.Itisnotabeginner'sguide,butifyouareanoviceMangaStudio5useritwillhelpyoutomasterthetime-savingfeaturesofthesoftware.

Liz Staley ·硬件維護 ·5.8萬字

Python Machine Learning Blueprints
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Python Machine Learning Blueprints

Machinelearningistransformingthewayweunderstandandinteractwiththeworldaroundus.ThisbookistheperfectguideforyoutoputyourknowledgeandskillsintopracticeandusethePythonecosystemtocoverkeydomainsinmachinelearning.ThissecondeditioncoversarangeoflibrariesfromthePythonecosystem,includingTensorFlowandKeras,tohelpyouimplementreal-worldmachinelearningprojects.ThebookbeginsbygivingyouanoverviewofmachinelearningwithPython.Withthehelpofcomplexdatasetsandoptimizedtechniques,you’llgoontounderstandhowtoapplyadvancedconceptsandpopularmachinelearningalgorithmstoreal-worldprojects.Next,you’llcoverprojectsfromdomainssuchaspredictiveanalyticstoanalyzethestockmarketandrecommendationsystemsforGitHubrepositories.Inadditiontothis,you’llalsoworkonprojectsfromtheNLPdomaintocreateacustomnewsfeedusingframeworkssuchasscikit-learn,TensorFlow,andKeras.Followingthis,you’lllearnhowtobuildanadvancedchatbot,andscalethingsupusingPySpark.Intheconcludingchapters,youcanlookforwardtoexcitinginsightsintodeeplearningandyou'llevencreateanapplicationusingcomputervisionandneuralnetworks.Bytheendofthisbook,you’llbeabletoanalyzedataseamlesslyandmakeapowerfulimpactthroughyourprojects.

Alexander Combs Michael Roman ·硬件維護 ·5.6萬字

Hands-On Artificial Intelligence for Banking
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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.

Jeffrey Ng Subhash Shah ·硬件維護 ·5.5萬字

Arduino項目開發：智能生活
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Arduino項目開發：智能生活

本書系統論述了Arduino開源硬件的架構、原理和開發方法，并具體闡述了19個完整的項目設計案例。全書共分20章，內容涉及Arduino項目設計基礎、四旋翼飛行器項目設計、宇宙飛船大戰小蜜蜂項目設計等。在編排方式上，全書側重對創新產品的項目設計過程進行介紹。分別從需求分析、設計與實現等多個角度論述硬件電路、軟件設計、傳感器和功能模塊等，并剖析產品的功能、使用、電路連接和程序代碼。為便于讀者高效學習，快速掌握Arduino開發方法，本書配套提供項目設計的硬件電路圖、程序代碼、實現過程中出現的問題及解決方法，可供讀者舉一反三，二次開發。本書既可作為高校電子信息類專業“開源硬件設計”“電子系統設計”“創新創業”等課程的教材，也可作為創客及智能硬件愛好者的參考用書，還可作為從事物聯網、創新開發和設計專業人員的技術參考書。

李永華 彭木根 ·硬件維護 ·4.7萬字

Raspberry Pi Computer Architecture Essentials
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Raspberry Pi Computer Architecture Essentials

RaspberryPiComputerArchitectureEssentialsisforthosewhoarenewandthosewhoarefamiliarwiththeRaspberryPi.EachtopicbuildsuponearlieronestoprovideyouwithaguidetoRaspberryPi’sarchitecture.Fromthenovicetotheexpert,thereissomethingforeveryone.AbasicknowledgeofprogrammingandLinuxwouldbehelpfulbutisnotrequired.

Andrew K. Dennis ·硬件維護 ·5.4萬字

創客三級跳：Arduino的項目式學習
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創客三級跳：Arduino的項目式學習

本書是一本定位于青少年初學者的Arduino入門圖書。書中的20個創客制作項目都是零起點開始的教學，指導初學者從“原理”“原型”“產品”三個不同維度理解并掌握Arduino的應用。按照技術的復雜度，這些項目被分為三個級別：基礎活動、進階項目和創客工坊，它們都是適合中小學生制作的初學項目。本書適合開設與創客教育有關的課程及開設校園創客空間的中小學使用，也適合參加中央電教館全國中小學電腦制作活動“創客項目”的學生用作啟蒙教程。希望本書能幫助更多的孩子愛上技術，愛上制作，做一名真正的“創客”。

謝作如 吳俊杰等 ·硬件維護 ·4.2萬字

Learning Cocos2d-x Game Development
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Learning Cocos2d-x Game Development

Ifyouareahobbyist,novicegamedeveloper,orprogrammerwhowantstolearnaboutdevelopinggames/appsusingCocos2d-x,thisbookisidealforyou.

Siddharth Shekar ·硬件維護 ·5.3萬字

Hands-On Convolutional Neural Networks with TensorFlow
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Hands-On Convolutional Neural Networks with TensorFlow

ConvolutionalNeuralNetworks(CNN)areoneofthemostpopulararchitecturesusedincomputervisionapps.ThisbookisanintroductiontoCNNsthroughsolvingreal-worldproblemsindeeplearningwhileteachingyoutheirimplementationinpopularPythonlibrary-TensorFlow.Bytheendofthebook,youwillbetrainingCNNsinnotime!Westartwithanoverviewofpopularmachinelearninganddeeplearningmodels,andthengetyousetupwithaTensorFlowdevelopmentenvironment.Thisenvironmentisthebasisforimplementingandtrainingdeeplearningmodelsinlaterchapters.Then,youwilluseConvolutionalNeuralNetworkstoworkonproblemssuchasimageclassification,objectdetection,andsemanticsegmentation.Afterthat,youwillusetransferlearningtoseehowthesemodelscansolveotherdeeplearningproblems.Youwillalsogetatasteofimplementinggenerativemodelssuchasautoencodersandgenerativeadversarialnetworks.Lateron,youwillseeusefultipsonmachinelearningbestpracticesandtroubleshooting.Finally,youwilllearnhowtoapplyyourmodelsonlargedatasetsofmillionsofimages.

Iffat Zafar Giounona Tzanidou Richard Burton Nimesh Patel Leonardo Araujo ·硬件維護 ·5.2萬字

Deep Learning with PyTorch
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Deep Learning with PyTorch

Thisbookisformachinelearningengineers,dataanalysts,datascientistsinterestedindeeplearningandarelookingtoexploreimplementingadvancedalgorithmsinPyTorch.Someknowledgeofmachinelearningishelpfulbutnotamandatoryneed.WorkingknowledgeofPythonprogrammingisexpected.

Vishnu Subramanian ·硬件維護 ·5.1萬字

青雨紅顏：Photoshop古風水彩CG插畫繪制技法
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青雨紅顏：Photoshop古風水彩CG插畫繪制技法

中國畫美感的古風水彩插畫一直頗受歡迎，但常有讀者雖熱愛繪畫卻苦惱于畫不好線稿或不會上色等問題，本書就是要解決這些問題。一幅好的水彩插畫要有點、線、面的元素結合，恰當的配色，正確的人體動態造型，以及頗有意境的畫面內容，只有掌握了這些內容才能畫出唯美的插畫。本書共分為5章，第1章帶領讀者學習Photoshop軟件的基礎知識；第2章詳細講解古風插畫的配色技巧；第3章通過對人體結構的講解幫助讀者掌握古風人物的繪制；第4章詳細講解場景的繪制技法；第5章通過完整的案例講解，帶領讀者學習古風插畫的繪制過程。作者將自己的繪畫經驗傾囊相授，意圖讓讀者在繪畫時學會思考，總結出自己的獨到畫法。本書適合插畫師、數字繪畫初學者及繪畫愛好者學習使用。盡情釋放自己的情緒，去感悟畫中那人、那景給世人展示的故事吧！

六花染雨 ·硬件維護 ·3.9萬字

Source SDK Game Development Essentials
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Source SDK Game Development Essentials

Thisbookiswrittenbyagamer,foragamertoguidejustaboutanythingwithSourceSDKgivingafirmgraspofallthetoolsithastoofferusingstepbystepexplanations.Ifyou’reakeengamerwhowantsabitmoreoutofyourfavoritegameandcreateyourownmodifications(mods)andlevelswiththeSourceengine,thisbookisgreatforyou.NoprogrammingandSourceSDKexperienceisrequired.

Brett Bernier ·硬件維護 ·4.9萬字

Rapid BeagleBoard Prototyping with MATLAB and Simulink
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Rapid BeagleBoard Prototyping with MATLAB and Simulink

Thisbookisafast-pacedguidewithpractical,hands-onrecipeswhichwillshowyouhowtoprototypeBeagleboard-basedaudio/videoapplicationsusingMatlab/SimlinkandSourceryCodebenchonaWindowshost.BeagleboardEmbeddedProjectsisgreatforstudentsandacademicresearcherswhohavepracticalideasandwhowanttobuildaproof-of-conceptsystemonanembeddedhardwareplatformquicklyandefficiently.Itisalsousefulforproductdesignengineerswhowanttoratifytheirapplicationsandreducethetime-to-market.ItisassumedthatyouarefamiliarwithMatlab/Simulinkandhavesomebasicknowledgeofcomputerhardware.ExperienceinLinuxisfavouredbutnotnecessary,asoursoftwaredevelopmentispurelyonaWindowshost.

Dr. Xuewu Dai Dr.Fei Qin ·硬件維護 ·3.5萬字

3D打?。簭娜媪私獾接H手制作（全彩版）
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3D打?。簭娜媪私獾接H手制作（全彩版）

《3D打?。簭娜媪私獾接H手制作》一書不僅向讀者全面介紹3D打印這一新興技術，同時通過詳細的引導，幫助零基礎的愛好者們組裝一臺屬于自己的3D打印機，體會這一技術帶來的無限樂趣?！?D打?。簭娜媪私獾接H手制作》首先從整體上介紹了3D打印的發展脈絡，以及在各個行業的應用前景。接著幫讀者理清3D打印的工藝現狀和相關技術，包括各大技術流派、供打印的模型文件、連接打印機的控制軟件以及開源的硬件架構。在本書的最后，則非常細致地帶領大家，一步一步地制作一臺屬于自己的3D打印機。

楊振賢 張磊 樊彬 ·硬件維護 ·8.9萬字

QQ閱讀手機版

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