A point to point interface architecture will, in general, have more or less interfa

formats than a service oriented architecture?

Data Warehouse describes the operational extract, cleansing, transformation, control and load processes that maintain the data in a data warehouse.

In gathering requirements for DW/BI projects, begin with the data goals and strategies first.

Orchestration is the term used to describe how multiple processes are organized and executed in a system.

Real-time data integration is usually triggered by batch processing, such as historic data.

What are the components of a Data Governance Readiness Assessment?

Many people assume that most data quality issues are caused by data entry errors. A more sophisticated understanding recognizes that gaps in or execution of business and technical processes cause many more problems that mis-keying.

The first two steps in the data science process are:

What are the three characteristics of effective Data Governance communication?

How do data management professionals maintain commitment of key stakeholders to the data management initiative?

Reference and master data require governance processes, including:

In designing and building the database, the DBA should keep the following design principles in mind:

Data professional should not balance the short-term versus long-term business interests.

A critical step in data management organization design is identifying the best-fit operating model for the organization.

Archiving is the process of moving data off immediately accessible storage media and onto media with lower retrieval performance.