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.
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