How would you define what data is, from a practice perspective?

Hadoop is a framework to process big data.

Trainings

in either domain expert fields or analytics might help to bridge the gap

between business and analytics experts.

A data analytics project should not take into account where the data used comes from. Particularly, the issue of protecting sensitive data can be handled by the IT and/or legal departments of the firm.