Machine Learning with the Elastic Stack
MachineLearningwiththeElasticStackisacomprehensiveoverviewoftheembeddedcommercialfeaturesofanomalydetectionandforecasting.ThebookstartswithinstallingandsettingupElasticStack.Youwillperformtimeseriesanalysisonvariedkindsofdata,suchaslogfiles,networkflows,applicationmetrics,andfinancialdata.Asyouprogressthroughthechapters,youwilldeploymachinelearningwithintheElasticStackforlogging,security,andmetrics.Intheconcludingchapters,youwillseehowmachinelearningjobscanbeautomaticallydistributedandmanagedacrosstheElasticsearchclusterandmaderesilienttofailure.Bytheendofthisbook,youwillunderstandtheperformanceaspectsofincorporatingmachinelearningwithintheElasticecosystemandcreateanomalydetectionjobsandviewresultsfromKibanadirectly.
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