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 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.

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

Effective POA requires navigating the broad view of product alignment while advancing organizational strategy with a detailed view of the product backlog to deliver the product customers love. A

To make a lasting impact, the product must offer great value, newness, and be true to the brand of the organization. Usually, many products are providing similar value propositions and targeting

Moving From Task Driven to Value Driven Task driven business analysis measures success on the completion of tasks while value driven business analysis measures value delivered rather than the

The Product Owner is accountable for maximizing the value of the product, but the product cannot be built without contributions from the whole team.

Value is delivered when customers use the products and services. Obsessive attention to impact creates the actual realization of value for customers. This is fundamental to recognizing customer

Cultivating customer intimacy means understanding customers as real people by