Building Machine Learning Systems with Python
Machinelearningallowssystemstolearnthingswithoutbeingexplicitlyprogrammedtodoso.Pythonisoneofthemostpopularlanguagesusedtodevelopmachinelearningapplications,whichtakeadvantageofitsextensivelibrarysupport.ThisthirdeditionofBuildingMachineLearningSystemswithPythonaddressesrecentdevelopmentsinthefieldbycoveringthemost-useddatasetsandlibrariestohelpyoubuildpracticalmachinelearningsystems.Usingmachinelearningtogaindeeperinsightsfromdataisakeyskillrequiredbymodernapplicationdevelopersandanalystsalike.Python,beingadynamiclanguage,allowsforfastexplorationandexperimentation.Thisbookshowsyouexactlyhowtofindpatternsinyourrawdata.YouwillstartbybrushinguponyourPythonmachinelearningknowledgeandbeingintroducedtolibraries.You'llquicklygettogripswithserious,real-worldprojectsondatasets,usingmodelingandcreatingrecommendationsystems.WithBuildingMachineLearningSystemswithPython,you’llgainthetoolsandunderstandingrequiredtobuildyourownsystems,alltailoredtosolvereal-worlddataanalysisproblems.Bytheendofthisbook,youwillbeabletobuildmachinelearningsystemsusingtechniquesandmethodologiessuchasclassification,sentimentanalysis,computervision,reinforcementlearning,andneuralnetworks.
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