Machine learning vs deep learningNeural networksMachine learning wikiMachine Learning modelFederated learningdeep learning model比較

Deep Learning Wiki - Explorium AI

文章推薦指數： 80 %
投票人數：10人

These algorithms are the foundation of Deep Learning, but so are technologies such as image recognition and robotic vision. Artificial neural networks are ... WikiCategoriesCompanyDataB2BContactDataB2BIntentDataB2BLeadsDataB2BMarketingFitDataBankruptcyDataBrandSentimentDataBusinessCreditRatingDataBusinessOwnershipDataBusinessRegistryDataBusinessReviewandRatingDataCompanyDataeCommerceDataEmploymentDataFirmographicDataFundingInformationIn-StoreDataNAICSDataRetailDataTechnographicDataWebsiteTrafficDataDataScienceAPIAUCClassificationConfusionMatrixDataAnalystDataEngineerDataEnrichment-ACompleteIntroductionDataExplorationDataGovernanceDataMatchingDataMiningDataScienceDataScientistDataVisualizationDataWarehouseDataWranglingDatabaseDatasetDecisionTreeGeneralizationOverfittingPandasPythonRRubyUnderfittingUnstructuredDataValidationSetWebScrapingExternalDataAlternativeDataDataCatalogDataMarketplacesDataPreparationExternalDataExternalDataPlatformPeopleDataGeospatialDataDemographicDataFootTrafficDataGeospatialDataLocationDataMapDataPointofInterestDataPropertyDataSatelliteDataTourismDataMachineLearningAlgorithmArtificialIntelligenceAttributeAutoMLBigDataBusinessAnalystClusteringDeepLearningFuzzyAlgorithmsFuzzyLogicHadoopMachineLearningMachineLearningEngineerOntologyPredictiveModelsUnsupervisedLearningModelEvaluationAssociationDataModelingPeopleDataCensusDataConsumerIdentityDataConsumerLifestyleDataConsumerPurchaseDataConsumerSurveyDataPeopleDataSocialMediaDataThirdPartyAudienceDataSupervisedLearningDiscreteClassifierFeatureEngineering-ACompleteIntroductionFeatureSelectionFPRateMachineLearningModelModelAccuracyRegressionReinforcementLearningROCCurveSupervisedLearning-ACompleteIntroductionTrainingandTestingTime-basedDataEconomicDataTime-basedDataWeatherDataMachineLearningDeepLearningTheconceptofMachineLearningdatesfromthemiddleofthe20thcentury.Inthe1950s,theBritishmathematicianAlanTuringimaginedamachinecapableoflearning;a"LearningMachine".Inthefollowingdecades,variousMachineLearningtechniquesweredevelopedtocreatealgorithmsthatcouldlearnandimproveindependently.Wenowhavebothsupervisedlearningandunsupervisedlearningalgorithms,basedontheoutcomewewanttoachieve.Techniquesincludeartificialneuralnetworks.ThesealgorithmsarethefoundationofDeepLearning,butsoaretechnologiessuchasimagerecognitionandroboticvision.Artificialneuralnetworksareinspiredbytheneuronsofthehumanbrain.Theyconsistofseveralartificialinterlinkedneurons.Thehigherthenumberofneurons,thedeeperthenetworkis.Whyisdeeplearningimportant?DeepLearninghasmanyuses.Forexample,it’sthetechnologythatFacebookusesforfacialrecognition,withwhichitautomaticallyidentifiesyourfriendsonphotos.ItisalsothetechnologythatallowsFaceID(facialrecognition)onApple'siPhonestoimproveovertime.Machinelearningisalsotheprimarytechnologypoweringtheevolutionofimagerecognition.ApplicationslikeSkypeorGoogleTranslatealsorelyonmachinelearningtotranslateoralconversationsinrealtime.ItisalsowiththistechnologythattheGoogleDeepmindAlphaGoartificialintelligencehasmanagedtobeattheworldchampion.Inrecentyears,withtheadventofconvolutionalneuralnetworks,DeepLearningisattheheartofcomputerandroboticvision. AdditionalResources:TopTipsforDataPreparationUsingPythonClustering-WhenYouShouldUseItandAvoidItExploriumdeliverstheend-gameofeverydatascienceprocess-fromraw,disconnecteddatatogame-changinginsights,features,andpredictivemodels.Betterthananyhumancan.RequestademoThissiteusescookiestoprovideyouwithagreatbrowsingexperience.Bycontinuingonourwebsite,youacceptourcookiespolicy.IacceptPrivacy&CookiesPolicyClosePrivacyOverviewThiswebsiteusescookiestoimproveyourexperiencewhileyounavigatethroughthewebsite.Outofthesecookies,thecookiesthatarecategorizedasnecessaryarestoredonyourbrowserastheyareessentialfortheworkingofbasicfunctionalitiesofthewebsite.Wealsousethird-partycookiesthathelpusanalyzeandunderstandhowyouusethiswebsite.Thesecookieswillbestoredinyourbrowseronlywithyourconsent.Youalsohavetheoptiontoopt-outofthesecookies.Butoptingoutofsomeofthesecookiesmayhaveaneffectonyourbrowsingexperience.NecessaryNecessaryAlwaysEnabledNecessarycookiesareabsolutelyessentialforthewebsitetofunctionproperly.Thiscategoryonlyincludescookiesthatensuresbasicfunctionalitiesandsecurityfeaturesofthewebsite.Thesecookiesdonotstoreanypersonalinformation.NonNecessarynon-necessaryAnycookiesthatmaynotbeparticularlynecessaryforthewebsitetofunctionandisusedspecificallytocollectuserpersonaldataviaanalytics,ads,otherembeddedcontentsaretermedasnon-necessarycookies.Itismandatorytoprocureuserconsentpriortorunningthesecookiesonyourwebsite.Save&AcceptGetstartedwithExploriumExternalDataCloudStartforfree

請為這篇文章評分？

延伸文章資訊