工业技术 / 自动化技术 · 6.5万字
GiventhegrowingpopularityoftheR-zerocoststatisticalprogrammingenvironment,therehasneverbeenabettertimetostartapplyingMLtoyourdata.ThisbookwillteachyouadvancedtechniquesinML,using?thelatestcodeinR3.5.Youwilldelveintovariouscomplexfeaturesofsupervisedlearning,unsupervisedlearning,andreinforcementlearningalgorithmstodesignefficientandpowerfulMLmodels.Thisnewlyupdatededitionispackedwithfreshexamplescoveringarangeoftasksfromdifferentdomains.MasteringMachineLearningwithRstartsbyshowingyouhowtoquicklymanipulatedataandprepareitforanalysis.Youwillexploresimpleandcomplexmodelsandunderstandhowtocomparethem.You’llalsolearntousethelatestlibrarysupport,suchasTensorFlowandKeras-R,forperformingadvancedcomputations.Additionally,you’llexplorecomplextopics,suchasnaturallanguageprocessing(NLP),timeseriesanalysis,andclustering,whichwillfurtherrefineyourskillsindevelopingapplications.EachchapterwillhelpyouimplementadvancedMLalgorithmsusingreal-worldexamples.You’llevenbeintroducedtoreinforcementlearning,alongwithitsvarioususecasesandmodels.Intheconcludingchapters,you’llgetaglimpseintohowsomeoftheseblackboxmodelscanbediagnosedandunderstood.Bytheendofthisbook,you’llbeequippedwiththeskillstodeployMLtechniquesinyourownprojectsoratwork.
品牌:中图公司
出版社:Packt Publishing
本书数字版权由中图公司提供,并由其授权上海阅文信息技术有限公司制作发行
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