Building Machine Learning Systems with Python
Thisisatutorial-drivenandpractical,butwell-groundedbookshowcasinggoodMachineLearningpractices.Therewillbeanemphasisonusingexistingtechnologiesinsteadofshowinghowtowriteyourownimplementationsofalgorithms.Thisbookisascenario-based,example-driventutorial.BytheendofthebookyouwillhavelearntcriticalaspectsofMachineLearningPythonprojectsandexperiencedthepowerofML-basedsystemsbyactuallyworkingonthem.ThisbookprimarilytargetsPythondeveloperswhowanttolearnaboutandbuildMachineLearningintotheirprojects,orwhowanttoprovideMachineLearningsupporttotheirexistingprojects,andseethemgetimplementedeffectively.Computerscienceresearchers,datascientists,ArtificialIntelligenceprogrammers,andstatisticalprogrammerswouldequallygainfromthisbookandwouldlearnabouteffectiveimplementationthroughlotsofthepracticalexamplesdiscussed.ReadersneednopriorexperiencewithMachineLearningorstatisticalprocessing.Pythondevelopmentexperienceisassumed.
·6.8萬字
