Data Architecture: A Primer for the Data Scientist -- Big Data, Data Warehouse and Data Vault
Morgan Kaufmann, Amsterdam, (2015)Abstract
Today, the world is trying to create and educate data scientists because of the phenomenon of Big Data. And everyone is looking deeply into this technology. But no one is looking at the larger architectural picture of how Big Data needs to fit within the existing systems (data warehousing systems). Taking a look at the larger picture into which Big Data fits gives the data scientist the necessary context for how pieces of the puzzle should fit together. Most references on Big Data look at only one tiny part of a much larger whole. Until data gathered can be put into an existing framework or architecture it can't be used to its full potential. This book addresses the larger architectural picture of how Big Data fits with the existing information infrastructure, an essential topic for the data scientist.