In most organizations, a significant portion of the data will come from the databases in the organization. Furthermore, as the data architecture of an organization grows, data science projects will start incorporating data from a variety of other data sources, which are commonly referred to as “big-data sources.” The data in these data sources can exist in a variety of different formats, generally a database of some form—relational, NoSQL,
