Write short notes on evolution of analytic process.

Evolution of analytic process :-

• With increased level of scalability, it needs to update analytic processes to take advantage of it.

• This can be achieved with the use of analytical sandboxes to provide analytic professionals with a scalable environment to build advanced analytics processes.

• One of the uses of MPP database system is to facilitate the building and deployment of advanced analytic processes.

• An analytic sandbox is the mechanism to utilize an enterprise data warehouse.

• If used appropriately, an analytic sandbox can be one of the primary drivers of value in the world of big data.

Analytical sandbox :-

• An analytic sandbox provides a set of resources with which in-depth analysis can be done to answer critical business questions.

• An analytic sandbox is ideal for data exploration, development of analytical processes, proof of concepts, and prototyping.

• Once things progress into ongoing, user-managed processes or production processes, then the sandbox should not be involved.

• A sandbox is going to be leveraged by a fairly small set of users.

• There will be data created within the sandbox that is segregated from the production database.

• Sandbox users will also be allowed to load data of their own for brief time periods as part of a project, even if that data is not part of the official enterprise data model.