CQ9电子手机4g网络用不了

MachineLearning(ML)haschangedthewayorganizationsandindividualsusedatatoimprovetheefficiencyofasystem.MLalgorithmsallowstrategiststodealwithavarietyofstructured,unstructured,andsemi-structureddata.MachineLearningforHealthcareAnalyticsProjectsispackedwithnewapproachesandmethodologiesforcreatingpowerfulsolutionsforhealthcareanalytics.ThisbookwillteachyouhowtoimplementkeymachinelearningalgorithmsandwalkyouthroughtheirusecasesbyemployingarangeoflibrariesfromthePythonecosystem.Youwillbuildfiveend-to-endprojectstoevaluatetheefficiencyofArtificialIntelligence(AI)applicationsforcarryingoutsimple-to-complexhealthcareanalyticstasks.Witheachproject,youwillgainnewinsights,whichwillthenhelpyouhandlehealthcaredataefficiently.Asyoumakeyourwaythroughthebook,youwilluseMLtodetectcancerinasetofpatientsusingsupportvectormachines(SVMs)andk-Nearestneighbors(KNN)models.Inthefinalchapters,youwillcreateadeepneuralnetworkinKerastopredicttheonsetofdiabetesinahugedatasetofpatients.Youwillalsolearnhowtopredictheartdiseasesusingneuralnetworks.Bytheendofthisbook,youwillhavelearnedhowtoaddresslong-standingchallenges,providespecializedsolutionsforhowtodealwiththem,andcarryoutarangeofcognitivetasksinthehealthcaredomain.

·2萬字

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R Web Scraping Quick Start Guide

Webscrapingisatechniquetoextractdatafromwebsites.Itsimulatesthebehaviorofawebsiteusertoturnthewebsiteitselfintoawebservicetoretrieveorintroducenewdata.ThisbookgivesyouallyouneedtogetstartedwithscrapingwebpagesusingRprogramming.YouwilllearnabouttherulesofRegExandXpath,keycomponentsforscrapingwebsitedata.Wewillshowyouwebscrapingtechniques,methodologies,andframeworks.Withthisbook'sguidance,youwillbecomecomfortablewiththetoolstowriteandtestRegExandXPathrules.Wewillfocusonexamplesofdynamicwebsitesforscrapingdataandhowtoimplementthetechniqueslearned.YouwilllearnhowtocollectURLsandthencreateXPathrulesforyourfirstwebscrapingscriptusingrvestlibrary.Fromthedatayoucollect,youwillbeabletocalculatethestatisticsandcreateRplotstovisualizethem.Finally,youwilldiscoverhowtouseSeleniumdriverswithRformoresophisticatedscraping.YouwillcreateAWSinstancesanduseRtoconnectaPostgreSQLdatabasehostedonAWS.Bytheendofthebook,youwillbesufficientlyconfidenttocreateend-to-endwebscrapingsystemsusingR.

·1.4萬字

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Hands-On Data Analysis with Scala

Efficientbusinessdecisionswithanaccuratesenseofbusinessdatahelpsindeliveringbetterperformanceacrossproductsandservices.ThisbookhelpsyoutoleveragethepopularScalalibrariesandtoolsforperformingcoredataanalysistaskswithease.Thebookbeginswithaquickoverviewofthebuildingblocksofastandarddataanalysisprocess.YouwilllearntoperformbasictaskslikeExtraction,Staging,Validation,Cleaning,andShapingofdatasets.Youwilllaterdeepdiveintothedataexplorationandvisualizationareasofthedataanalysislifecycle.YouwillmakeuseofpopularScalalibrarieslikeSaddle,Breeze,Vegas,andPredictionIOforprocessingyourdatasets.Youwilllearnstatisticalmethodsforderivingmeaningfulinsightsfromdata.YouwillalsolearntocreateapplicationsforApacheSpark2.xoncomplexdataanalysis,inreal-time.Youwilldiscovertraditionalmachinelearningtechniquesfordoingdataanalysis.Furthermore,youwillalsobeintroducedtoneuralnetworksanddeeplearningfromadataanalysisstandpoint.Bytheendofthisbook,youwillbecapableofhandlinglargesetsofstructuredandunstructureddata,performexploratoryanalysis,andbuildingefficientScalaapplicationsfordiscoveringanddeliveringinsights

·5.9萬字

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Machine Learning with R

WrittenasatutorialtoexploreandunderstandthepowerofRformachinelearning.Thispracticalguidethatcoversalloftheneedtoknowtopicsinaverysystematicway.Foreachmachinelearningapproach,eachstepintheprocessisdetailed,frompreparingthedataforanalysistoevaluatingtheresults.Thesestepswillbuildtheknowledgeyouneedtoapplythemtoyourowndatasciencetasks.IntendedforthosewhowanttolearnhowtouseR'smachinelearningcapabilitiesandgaininsightfromyourdata.Perhapsyoualreadyknowabitaboutmachinelearning,buthaveneverusedR;orperhapsyouknowalittleRbutarenewtomachinelearning.Ineithercase,thisbookwillgetyouupandrunningquickly.Itwouldbehelpfultohaveabitoffamiliaritywithbasicprogrammingconcepts,butnopriorexperienceisrequired.

·9.8萬字

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Raspberry Pi Zero Cookbook

ThisbookisforprogrammersandhobbyistswhoareeagertodivedeepintotheRaspberryPiZero.IfyouhavebasicorzeroknowledgeoftheRaspberryPiZero,orifyoulookingforexamplesofwaystoutilizetheRaspberryPi’sGPIOinterface,thenthisbookisidealforyou.BasicknowledgeofPythonwillbebeneficial,andexperiencewithcircuitryandelectronicswillbeneededforthelaterchaptersinthebook.

·6.8萬字

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SolarWinds Server & Application Monitor：Deployment and Administration

AconciseandpracticalguidetousingSolarWindsServerApplicationMonitor.IfyouareanITprofessionalsrangingfromanentry-leveltechniciantoamoreadvancednetworkorsystemadministratorwhoisnewtonetworkmonitoringservicesand/orSolarWindsSAM,thisbookisidealforyou.

·2.2萬字

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SolarWinds Orion Network Performance Monitor

ThisbookiswritteninafriendlymannerwrittenbyanexpertwithnumerousyearsofpracticalexperienceutilizingSolarWindsOrionNPMasanetworkmonitoringsolution.Thisbookisforsystemsadministrators,systemanalysts,andsystemsengineerswhoaretaskedwithinstallingandimplementinganetworkperformancemonitor.Knowledgeofbasicnetworkconceptsisrequired.

·6萬字

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Building Smart Drones with ESP8266 and Arduino

IfyouareaprogrammeroraDIYenthusiastandkeentocreateafullyfunctionaldronewithArduinoandESP8266,thenthisbookisforyou.Basicskillsinelectronicsandprogrammingwouldbebeneficial.Thisbookisnotforthebeginnersasitincludeslotsofideasnotdetailedhowyoucandothat.Ifyouareabeginner,thenyoumightgetlosthere.TheprerequisitesofthebookincludeagoodknowledgeofArduino,electronics,programminginCorC++andlotsofinterestincreatingthingsoutofnothing.

·2.9萬字

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Learning VMware App Volumes

ThisbookisforadministratorsandITteamswhowouldliketotakefulladvantageofAppVolumestodealwithapplicationworkloads.ItwillalsobeusefulforvirtualizationprofessionalsandteamswhoareworkingonVDIdeploymentsandVMwareendusercomputingsolutions.

·6.5萬字

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AWS Automation Cookbook

ThisbookisfordevelopersandsystemadministratorswhoareresponsibleforhostingtheirapplicationandmanaginginstancesinAWS.It’salsoidealforDevOpsengineerslookingtoprovidecontinuousintegration,deployment,anddelivery.AbasicunderstandingofAWS,Jenkins,andsomescriptingknowledgeisneeded.

·5.2萬字

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Introduction to R for Business Intelligence

Thisbookisfordataanalysts,businessanalysts,datascienceprofessionalsoranyonewhowantstolearnanalyticapproachestobusinessproblems.BasicfamiliaritywithRisexpected.

·4.2萬字

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Apache Spark Deep Learning Cookbook

Withdeeplearninggainingrapidmainstreamadoptioninmodern-dayindustries,organizationsarelookingforwaystounitepopularbigdatatoolswithhighlyefficientdeeplearninglibraries.Asaresult,thiswillhelpdeeplearningmodelstrainwithhigherefficiencyandspeed.WiththehelpoftheApacheSparkDeepLearningCookbook,you’llworkthroughspecificrecipestogenerateoutcomesfordeeplearningalgorithms,withoutgettingboggeddownintheory.FromsettingupApacheSparkfordeeplearningtoimplementingtypesofneuralnet,thisbooktacklesbothcommonandnotsocommonproblemstoperformdeeplearningonadistributedenvironment.Inadditiontothis,you’llgetaccesstodeeplearningcodewithinSparkthatcanbereusedtoanswersimilarproblemsortweakedtoanswerslightlydifferentproblems.YouwillalsolearnhowtostreamandclusteryourdatawithSpark.Onceyouhavegottogripswiththebasics,you’llexplorehowtoimplementanddeploydeeplearningmodels,suchasConvolutionalNeuralNetworks(CNN)andRecurrentNeuralNetworks(RNN)inSpark,usingpopularlibrariessuchasTensorFlowandKeras.Bytheendofthebook,you'llhavetheexpertisetotrainanddeployefficientdeeplearningmodelsonApacheSpark.

·6.3萬字

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Mastering Adobe Premiere Pro CS6 Hotshot

Designedtobepracticalandengaging,MasteringAdobePremiereProCS6isaproject-basedbooktohelpyoutrulyaugmentyourskillsandbecomeafilmeditinghotshot.Ifyou'rejuststartingoutorevenmigratingfromexistingvideoeditingsoftware,thenthisbookisforyou.Withrapidprogressionthroughpracticalexamplesconstructedtobebothengaginganduseful,MasteringAdobePremiereProCS6isidealforlearningthesometimescomplexworkflowsofthispowerfulapplication.

·7萬字

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Gitolite Essentials

Thebookiswrittentosuitaneasyreadingstyle,usingtypicalproblemsinaccesscontroltoillustratetheneedforeachGitolitefeatureexplained.ThisbookisforsystemadministratorsordevelopmentmanagerswhoneedtokeepalidonGitbaseddevelopmentworkflows.BasicknowledgeofGitaswellasoftheUnixshellishelpful.

·3萬字

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MongoDB 4 Quick Start Guide

MongoDBhasgrowntobecomethedefactoNoSQLdatabasewithmillionsofusers,fromsmallstart-upstoFortune500companies.Itcansolveproblemsthatareconsidereddifficult,ifnotimpossible,foragingRDBMStechnologies.Writtenforversion4ofMongoDB,thisbookistheeasiestwaytogetstartedwithMongoDB.YouwillstartbygettingaMongoDBinstallationupandrunninginasafeandsecuremanner.Youwilllearnhowtoperformmission-criticalcreate,read,update,anddeleteoperations,andsetupdatabasesecurity.YouwillalsolearnaboutadvancedfeaturesofMongoDBsuchastheaggregationpipeline,replication,andsharding.YouwilllearnhowtobuildasimplewebapplicationthatusesMongoDBtorespondtoAJAXqueries,andseehowtomakeuseoftheMongoDBprogramminglanguagedriverforPHP.TheexamplesincorporatenewfeaturesavailableinMongoDBversion4whereappropriate.

·3萬字

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Learning CoreOS

ThisbookisforcloudorenterpriseadministratorsandapplicationdeveloperswhowouldliketogainknowledgeaboutCoreOStodeployacloudapplicationormicro-servicesonaclusterofcloudservers.Itisalsoaimedatadministratorswithbasicnetworkingexperience.YoudonotneedtohaveanyknowledgeofCoreOS.

·3.8萬字

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PostgreSQL 11 Server Side Programming Quick Start Guide

PostgreSQLisarock-solid,scalable,andsafeenterprise-levelrelationaldatabase.Withabroadrangeoffeaturesandstability,itiseverincreasinginpopularity.ThisbookshowsyouhowtotakeadvantageofPostgreSQL11featuresforserver-sideprogramming.Server-sideprogrammingenablesstrongdataencapsulationandcoherence.Thebookbeginswiththeimportanceofserver-sideprogrammingandexplainstherisksofleavingallthechecksoutsidethedatabase.Tobuildyourcapabilitiesfurther,youwilllearnhowtowritestoredprocedures,bothfunctionsandthenewPostgreSQL11procedures,andcreatetriggerstoperformencapsulationandmaintaindataconsistency.Youwillalsolearnhowtoproduceextensions,theeasiestwaytopackageyourprogramsforeasyandsoliddeploymentondifferentPostgreSQLinstallations.

·6.6萬字

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Machine Learning with the Elastic Stack

MachineLearningwiththeElasticStackisacomprehensiveoverviewoftheembeddedcommercialfeaturesofanomalydetectionandforecasting.ThebookstartswithinstallingandsettingupElasticStack.Youwillperformtimeseriesanalysisonvariedkindsofdata,suchaslogfiles,networkflows,applicationmetrics,andfinancialdata.Asyouprogressthroughthechapters,youwilldeploymachinelearningwithintheElasticStackforlogging,security,andmetrics.Intheconcludingchapters,youwillseehowmachinelearningjobscanbeautomaticallydistributedandmanagedacrosstheElasticsearchclusterandmaderesilienttofailure.Bytheendofthisbook,youwillunderstandtheperformanceaspectsofincorporatingmachinelearningwithintheElasticecosystemandcreateanomalydetectionjobsandviewresultsfromKibanadirectly.

·4.8萬字

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Apache Spark Quick Start Guide

ApacheSparkisaflexibleframeworkthatallowsprocessingofbatchandreal-timedata.Itsunifiedenginehasmadeitquitepopularforbigdatausecases.ThisbookwillhelpyoutogetstartedwithApacheSpark2.0andwritebigdataapplicationsforavarietyofusecases.ItwillalsointroduceyoutoApacheSpark–oneofthemostpopularBigDataprocessingframeworks.AlthoughthisbookisintendedtohelpyougetstartedwithApacheSpark,butitalsofocusesonexplainingthecoreconcepts.ThispracticalguideprovidesaquickstarttotheSpark2.0architectureanditscomponents.ItteachesyouhowtosetupSparkonyourlocalmachine.Aswemoveahead,youwillbeintroducedtoresilientdistributeddatasets(RDDs)andDataFrameAPIs,andtheircorrespondingtransformationsandactions.Then,wemoveontothelifecycleofaSparkapplicationandlearnaboutthetechniquesusedtodebugslow-runningapplications.YouwillalsogothroughSpark’sbuilt-inmodulesforSQL,streaming,machinelearning,andgraphanalysis.Finally,thebookwilllayoutthebestpracticesandoptimizationtechniquesthatarekeyforwritingefficientSparkapplications.Bytheendofthisbook,youwillhaveasoundfundamentalunderstandingoftheApacheSparkframeworkandyouwillbeabletowriteandoptimizeSparkapplications.

·2.8萬字

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Oracle 11g Anti-hacker's Cookbook

Thiscookbookhasrecipeswritteninsimple,easytounderstandformatwithlotsofscreenshotsandinsightfultipsandhints.IfyouareanOracleDatabaseAdministrator,SecurityManagerorSecurityAuditorlookingtosecuretheOracleDatabaseorpreventitfrombeinghacked,thenthisbookisforyou.Thisbookassumesyouhaveabasicunderstandingofsecurityconcepts.

·5.1萬字

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Machine Learning for Healthcare Analytics Projects