Hands-On Big Data Modeling

Modelingandmanagingdataisacentralfocusofallbigdataprojects.Infact,adatabaseisconsideredtobeeffectiveonlyifyouhavealogicalandsophisticateddatamodel.Thisbookwillhelpyoudeveloppracticalskillsinmodelingyourownbigdataprojectsandimprovetheperformanceofanalyticalqueriesforyourspecificbusinessrequirements.Tostartwith,you’llgetaquickintroductiontobigdataandunderstandthedifferentdatamodelinganddatamanagementplatformsforbigdata.Thenyou’llworkwithstructuredandsemi-structureddatawiththehelpofreal-lifeexamples.Onceyou’vegottogripswiththebasics,you’llusetheSQLDeveloperDataModelertocreateyourowndatamodelscontainingdifferentfiletypessuchasCSV,XML,andJSON.You’llalsolearntocreategraphdatamodelsandexploredatamodelingwithstreamingdatausingreal-worlddatasets.Bytheendofthisbook,you’llbeabletodesignanddevelopefficientdatamodelsforvaryingdatasizeseasilyandefficiently.