Data is considered as the new oil, and just as oil requires refining before it can be used, so does data. Data cleaning is an essential part of the data preparation process, which is crucial in the data analysis process.

Building a Data Hub - In today's data-driven world, businesses are accumulating large amounts of data on a daily basis. To manage and make use of this data, many organizations are turning to data hubs.