Determining data sets involves performing a review of the data expected from the data sources and determining specifics such as data types, data dimensions, sample size, and relationships between

Data analysis involves the extensive deep analysis performed once the data quality issues are resolved through exploratory analysis. Performing data analysis involves the application of

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

Singapore has one of the oldest and most well-developed retirement programs in Asia, consisting of defined contribution plans in individual accounts. Mai Tan works as one of several product owners

The UK giftware and online gifting industry has gone through unprecedented changes in recent years. Retailers in this industry are experiencing cost pressures and need to increase effective

The following is a selection of some commonly used analysis and analytics techniques applicable to the Organizational-Level Strategy for Business Data Analytics domain. The following list of

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