mg不朽情缘滴血

Facebook'sfastTextlibraryhandlestextrepresentationandclassification,usedforNaturalLanguageProcessing(NLP).Mostorganizationshavetodealwithenormousamountsoftextdataonadailybasis,andgainingefficientdatainsightsrequirespowerfulNLPtoolssuchasfastText.ThisbookisyouridealintroductiontofastText.YouwilllearnhowtocreatefastTextmodelsfromthecommandline,withouttheneedforcomplicatedcode.YouwillexplorethealgorithmsthatfastTextisbuiltonandhowtousethemforwordrepresentationandtextclassification.Next,youwillusefastTextinconjunctionwithotherpopularlibrariesandframeworkssuchasKeras,TensorFlow,andPyTorch.Finally,youwilldeployfastTextmodelstomobiledevices.Bytheendofthisbook,youwillhavealltherequiredknowledgetousefastTextinyourownapplicationsatworkorinprojects.

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Mastering Machine Learning Algorithms

Thisbookisanidealandrelevantsourceofcontentfordatascienceprofessionalswhowanttodelveintocomplexmachinelearningalgorithms,calibratemodels,andimprovethepredictionsofthetrainedmodel.Abasicknowledgeofmachinelearningispreferredtogetthebestoutofthisguide.

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Hyper-V Security

Hyper-VSecurityisintendedforadministratorswithasolidworkingknowledgeofHyper-VServer,WindowsServer,andActiveDirectory.Anadministratorwithafunctionalenvironmentwillbeabletousetheknowledgeandexamplespresentinthisbooktoenhancesecurity.

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Moodle 2.5 Multimedia

Atutorial-basedguidewherereaderscanworkthroughpracticalexamplesthatclearlydescribehowtocreatemultimediaapplicationsusingMoodleandintegrateexistingmultimediaresourcesintoMoodlecourses.IfyouareateacherortrainerwhorunsonlinecoursesandhasabasicunderstandingofMoodle,thisbookwillbeidealforyou.Itisnotnecessarytohaveanadvancedtechnicalbackgroundtocreatemultimediaelementsasthetaskswillbesimple,nottimeconsuming,andwillbepracticalforeverydayuse.

·4.6萬字

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Reinforcement Learning with TensorFlow

IfyouwanttogetstartedwithreinforcementlearningusingTensorFlowinthemostpracticalway,thisbookwillbeausefulresource.Thebookassumespriorknowledgeofmachinelearningandneuralnetworkprogrammingconcepts,aswellassomeunderstandingoftheTensorFlowframework.NopreviousexperiencewithReinforcementLearningisrequired.

·6.7萬字

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Architecting Cloud Computing Solutions

IfyouareanITAdministrator,CloudArchitect,oraSolutionArchitectkeentobenefitfromcloudadoptionforyourorganization,thenthisbookisforyou.Smallbusinessowners,managers,orconsultantswillalsofindthisbookuseful.NopriorknowledgeofCloudcomputingisneeded.

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Learning Microsoft Azure Storage

ThisbookistargetedatDevelopers,ITProfessionals,andevenDatabaseAdminswhohaveexperienceofworkingonMicrosoftAzureandwanttomakethemostofAzureStorageservices.SomeknowledgeofSQLServerwillbebeneficial.

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Practical OneOps

ThisbooktargetsDevOpswhowanttouseOneOpsdailytodeploytheirapplications,andSysadminswhowillbeadministeringthoseapplications.

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Teradata Cookbook

ThisbookisforDatabaseadministrator'sandTeradatauserswhoarelookingforapractical,one-stopresourcetosolvealltheirproblemswhilehandlingtheirTeradatasolution.IfyouarelookingtolearnthebasicaswellastheadvancedtasksinvolvedinTeradataqueryingoradministration,thisbookwillbehandy.Someknowledgeofrelationaldatabaseconceptswillbehelpfultogetthebestoutofthisbook.

·6.7萬字

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Hands-On Data Science with the Command Line

TheCommandLinehasbeeninexistenceonUNIX-basedOSesintheformofBashshellforover3decades.However,verylittleisknowntodevelopersastohowcommand-linetoolscanbeOSEMN(pronouncedasawesomeandstandingforObtaining,Scrubbing,Exploring,Modeling,andiNterpretingdata)forcarryingoutsimple-to-advanceddatasciencetasksatspeed.Thisbookwillstartwiththerequisiteconceptsandinstallationstepsforcarryingoutdatasciencetasksusingthecommandline.Youwilllearntocreateadatapipelinetosolvetheproblemofworkingwithsmall-tomedium-sizedfilesonasinglemachine.Youwillunderstandthepowerofthecommandline,learnhowtoeditfilesusingatext-basedandan.Youwillnotonlylearnhowtoautomatejobsandscripts,butalsolearnhowtovisualizedatausingthecommandline.Bytheendofthisbook,youwilllearnhowtospeeduptheprocessandperformautomatedtasksusingcommand-linetools.

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Learning Social Media Analytics with R

ItistargetedatITprofessionals,DataScientists,Analysts,Developers,MachineLearningEnthusiasts,socialmediamarketersandanyonewithakeeninterestindata,analytics,andgeneratinginsightsfromsocialdata.SomebackgroundexperienceinRwouldbehelpful,butnotnecessary,sincethisbookiswrittenkeepinginmind,thatreaderscanhavevaryinglevelsofexpertise.

·6.7萬字

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fastText Quick Start Guide

Mastering Machine Learning Algorithms

Hyper-V Security

Moodle 2.5 Multimedia

Reinforcement Learning with TensorFlow

Architecting Cloud Computing Solutions

Learning Microsoft Azure Storage

Practical OneOps

Teradata Cookbook

Hands-On Data Science with the Command Line

Learning Social Media Analytics with R