Unsupervisedlearningisausefulandpracticalsolutioninsituationswherelabeleddataisnotavailable.AppliedUnsupervisedLearningwithPythonguidesyouonthebestpracticesforusingunsupervisedlearningtechniquesintandemwithPythonlibrariesandextractingmeaningfulinformationfromunstructureddata.Thecoursebeginsbyexplaininghowbasicclusteringworkstofindsimilardatapointsinaset.Onceyouarewellversedwiththek-meansalgorithmandhowitoperates,you’lllearnwhatdimensionalityreductionisandwheretoapplyit.Asyouprogress,you’lllearnvariousneuralnetworktechniquesandhowtheycanimproveyourmodel.Whilestudyingtheapplicationsofunsupervisedlearning,youwillalsounderstandhowtominetopicsthataretrendingonTwitterandFacebookandbuildanewsrecommendationengineforusers.YouwillcompletethecoursebychallengingyourselfthroughvariousinterestingactivitiessuchasperformingaMarketBasketAnalysisandidentifyingrelationshipsbetweendifferentmerchandises.Bytheendofthiscourse,youwillhavetheskillsyouneedtoconfidentlybuildyourownmodelsusingPython.