Hands-On Graph Analytics with Neo4j
Neo4jisagraphdatabasethatincludespluginstoruncomplexgraphalgorithms.Thebookstartswithanintroductiontothebasicsofgraphanalytics,theCypherquerylanguage,andgrapharchitecturecomponents,andhelpsyoutounderstandwhyenterpriseshavestartedtoadoptgraphanalyticswithintheirorganizations.You’llfindouthowtoimplementNeo4jalgorithmsandtechniquesandexplorevariousgraphanalyticsmethodstorevealcomplexrelationshipsinyourdata.You’llbeabletoimplementgraphanalyticscateringtodifferentdomainssuchasfrauddetection,graph-basedsearch,recommendationsystems,socialnetworking,anddatamanagement.You’llalsolearnhowtostoredataingraphdatabasesandextractvaluableinsightsfromit.Asyoubecomewell-versedwiththetechniques,you’lldiscovergraphmachinelearninginordertoaddresssimpletocomplexchallengesusingNeo4j.Youwillalsounderstandhowtousegraphdatainamachinelearningmodelinordertomakepredictionsbasedonyourdata.Finally,you’llgettogripswithstructuringawebapplicationforproductionusingNeo4j.Bytheendofthisbook,you’llnotonlybeabletoharnessthepowerofgraphstohandleabroadrangeofproblemareas,butyou’llalsohavelearnedhowtouseNeo4jefficientlytoidentifycomplexrelationshipsinyourdata.
·10.1萬字
