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Internet of Things with Python
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InteractwiththeworldandrapidlyprototypeIoTapplicationsusingPythonAboutThisBook?RapidlyprototypeevencomplexIoTapplicationswithPythonandputthemtopracticaluse?EnhanceyourIoTskillswiththemostup-to-dateapplicabilityinthefieldofwearabletech,smartenvironments,andhomeautomation?Interactwithhardware,sensors,andactuatorsandcontrolyourDIYIoTprojectsthroughPythonWhoThisBookIsForThebookisidealforPythondeveloperswhowanttoexplorethetoolsinthePythonecosysteminordertobuildtheirownIoTapplicationsandworkonIoT-relatedprojects.ItisalsoaveryusefulresourcefordeveloperswithexperienceinotherprogramminglanguagesthatwanttoeasilyprototypeIoTapplicationswiththeIntelGalileoGen2board.WhatYouWillLearn?PrototypeanddevelopIoTsolutionsfromscratchwithPythonastheprogramminglanguage?DevelopIoTprojectswithIntelGalileoGen2boardalongwithPython?WorkwiththedifferentcomponentsincludedintheboardsusingPythonandtheMRAAlibrary?Interactwithsensors,actuators,andshields?WorkwithUARTandlocalstorage?InteractwithanyelectronicdevicethatsupportstheI2Cbus?Allowmobiledevicestointeractwiththeboard?Workwithreal-timeIoTandcloudservices?UnderstandBigDataandIoTanalyticsInDetailInternetofThings(IoT)isrevolutionizingthewaydevices/thingsinteractwitheachother.AndwhenyouhaveIoTwithPythononyourside,you'llbeabletobuildinteractiveobjectsanddesignthem.Thisbookletsyoustayattheforefrontofcutting-edgeresearchonIoT.We'llopenupthepossibilitiesusingtoolsthatenableyoutointeractwiththeworld,suchasIntelGalileoGen2,sensors,andotherhardware.Youwilllearnhowtoread,write,andconvertdigitalvaluestogenerateanalogoutputbyprogrammingPulseWidthModulation(PWM)inPython.Youwillgetfamiliarwiththecomplexcommunicationsystemincludedintheboard,soyoucaninteractwithanyshield,actuator,orsensor.Lateron,youwillnotonlyseehowtoworkwithdatareceivedfromthesensors,butalsoperformactionsbysendingthemtoaspecificshield.You'llbeabletoconnectyourIoTdevicetotheentireworld,byintegratingWiFi,Bluetooth,andInternetsettings.Witheverythingready,youwillseehowtoworkinrealtimeonyourIoTdeviceusingtheMQTTprotocolinpython.Bytheendofthebook,youwillbeabletodevelopIoTprototypeswithPython,libraries,andtools.StyleandapproachThisbooktakesatutorial-likeapproachwithmissioncriticalchapters.Theinitialchaptersareintroductionsthatsetthepremiseforusefulexamplescoveredinlaterchapters.

Gastón C. Hillar ·數(shù)據(jù)庫 ·8.6萬字

檢索匹配:深度學(xué)習(xí)在搜索、廣告、推薦系統(tǒng)中的應(yīng)用
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《檢索匹配:深度學(xué)習(xí)在搜索、廣告、推薦系統(tǒng)中的應(yīng)用》主要介紹了深度學(xué)習(xí)在互聯(lián)網(wǎng)核心的三大類業(yè)務(wù)(搜索、廣告、推薦系統(tǒng))檢索系統(tǒng)中的應(yīng)用。書中詳細(xì)講述了檢索匹配的理論、演進(jìn)歷史,以及在業(yè)務(wù)中落地一個基于深度學(xué)習(xí)算法模型的全流程技能,包括業(yè)務(wù)問題建模、樣本準(zhǔn)備、特征抽取、模型訓(xùn)練和預(yù)測等,并提供了相應(yīng)的代碼。《檢索匹配:深度學(xué)習(xí)在搜索、廣告、推薦系統(tǒng)中的應(yīng)用》共11章,分為四大部分。第1部分(第1~2章)介紹了深度學(xué)習(xí)的相關(guān)理論知識;第2部分(第3~6章)介紹了業(yè)務(wù)中如何上線一個深度學(xué)習(xí)模型,包括標(biāo)簽拼接、特征抽取、模型訓(xùn)練和預(yù)測等流程,采用單機(jī)實現(xiàn);第3部分(第7~9章)介紹了檢索算法基本理論以及演進(jìn)歷史,并以業(yè)內(nèi)應(yīng)用較為廣泛的雙塔模型DSSM為例進(jìn)行了詳細(xì)理論解析和代碼實現(xiàn);第4部分(第10~11章)介紹了如何將單機(jī)訓(xùn)練模式改造為分布式訓(xùn)練模式,以加快模型的訓(xùn)練速度,從而應(yīng)對具有海量樣本的業(yè)務(wù)場景。

康善同編著 ·數(shù)據(jù)庫 ·8.5萬字

Modern Programming: Object Oriented Programming and Best Practices
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Discovertheuntappedfeaturesofobject-orientedprogramminganduseitwithothersoftwaretoolstocodefast,efficientapplications.KeyFeatures*Explorethecomplexitiesofobject-orientedprogramming(OOP)*DiscoverwhatOOPcandoforyou*LearntousethekeytoolsandsoftwareengineeringpracticestosupportyourownprogrammingneedsBookDescriptionYourexperienceandknowledgealwaysinfluencetheapproachyoutakeandthetoolsyouusetowriteyourprograms.Withasoundunderstandingofhowtoapproachyourgoalandwhatsoftwareparadigmstouse,youcancreatehigh-performingapplicationsquicklyandefficiently.Inthistwo-partbook,you’lldiscovertheuntappedfeaturesofobject-orientedprogramminganduseitwithothersoftwaretoolstocodefastandefficientapplications.ThefirstpartofthebookbeginswithadiscussiononhowOOPisusedtodayandmovesontoanalyzetheideasandproblemsthatOOPdoesn’taddress.ItcontinuesbydeconstructingthecomplexityofOOP,showingyouitsfundamentallysimplecore.You’llseethat,byusingthedistinctiveelementsofOOP,youcanlearntobuildyourapplicationsmoreeasily.Thenextpartofthisbooktalksaboutacquiringtheskillstobecomeabetterprogrammer.You’llgetanoverviewofhowvarioustools,suchasversioncontrolandbuildmanagement,helpmakeyourlifeeasier.Thisbookalsodiscussestheprosandconsofotherprogrammingparadigms,suchasaspect-orientedprogrammingandfunctionalprogramming,andhelpstoselectthecorrectapproachforyourprojects.Itendsbytalkingaboutthephilosophybehinddesigningsoftwareandwhatitmeanstobea"good"developer.Bytheendofthistwo-partbook,youwillhavelearnedthatOOPisnotalwayscomplex,andyouwillknowhowyoucanevolveintoabetterprogrammerbylearningaboutethics,teamwork,anddocumentation.Whatyouwilllearn*Untanglethecomplexityofobject-orientedprogrammingbybreakingitdowntoitsessentialbuildingblocks*RealizethefullpotentialofOOPtodesignefficient,maintainableprograms*Utilizecodingbestpractices,includingTDD,pairprogrammingandcodereviews,toimproveyourwork*Usetools,suchassourcecontrolandIDEs,toworkmoreefficiently*Learnhowtomostproductivelyworkwithotherdevelopers*BuildyourownsoftwaredevelopmentphilosophyWhothisbookisforThisbookisidealforprogrammerswhowanttounderstandthephilosophybehindcreatingsoftwareandwhatitmeanstobe“good”atdesigningsoftware.ProgrammerswhowanttodeconstructtheOOPparadigmandseehowitcanbereconstructedinaclear,straightforwardwaywillalsofindthisbookuseful.Tounderstandtheideasexpressedinthisbook,youmustbeanexperiencedprogrammerwhowantstoevolvetheirpractice.

Graham Lee ·數(shù)據(jù)庫 ·8.5萬字

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