Preparing data involves obtaining access to the planned data sources and establishing the relationships and linkages between sources in order to create a coherent dataset. Data scientists

The following is a selection of some commonly used analysis and analytics techniques applicable to the Use Results to Influence Decision-Making domain. The following list of techniques does not

The following is a selection of some commonly used analysis and analytics techniques applicable to the Source Data domain. The list of techniques presented does not represent a comprehensive set

Determining the communication needs of stakeholders enables customization of communications to individual stakeholders or stakeholder groups so the message is clearly understood.

Change originating out of an analytics initiative may be managed by a change management team, which analysts support, or analysts may hold the role of change manager. In this role they oversee

Early in a business data analytics engagement, stakeholders are identified and analyzed to understand how to effectively engage and collaborate with the variety of stakeholders involved. As the

Defining the future state creates a vision of the desired outcome of the change. Defining success for a business data analytics initiative is as important as any other change initiative. Defining

The primary purpose of the BABOK® Guide  is to define the profession of business analysis and provide a set of commonly accepted practices. It helps practitioners discuss and define the

A backlog occurs when the volume of work items to be completed exceeds the capacity to complete them.