Data Management Specializations

Answer 1

The broad field of study called data management is, in essence, the managing of data that is a valuable resource to any business or organization. The Data Management Association (DAMA) is one of the largest organizations that deal in specialization of the field, within which there are many varying topics. These topics include areas such as database administration, data modeling, data mining, data movement and data warehousing.

Data Modeling

Data modeling is a specialization of data management which involves organizing collected data via the use of a structure created specifically for this task. The data is organized in such a manner as to make it easily accessible so that it can be efficiently stored and subsequently retrieved for making analysis and reports.

Data Warehousing

The data management specialization called data warehousing involves the effective storage of data in a manner that makes it efficient to use and access. While different types of organizations use different means of data collection, many of these organizations still use their data in the same manner. They may use it for analysis purposes, to create reports, or to help them make sound business decisions. For large companies, data warehousing may be used to organize the data of each office or department individually. In smaller companies it may be used for creating a single database which encompasses all of the organization’s data in one place.

Data Movement

Surprisingly, the movement of data requires a great deal of somewhat complicated logistics. Data that is collected must then be accessible to the end user. This process involves making sure that all hardware and applications used in the collection and movement processes are synchronized and compatible.

Database Administration

The process of data management involves a very essential function called database management. Database administrators are employed by companies to manage every aspect of the database environment. They are endowed with the responsibility of ensuring that the system performs and functions properly. They develop and test any needed applications and maintain the security, availability and recoverability of the database.

Data Mining

Trends, patterns and relationships that are evidenced by a collection of data can be discovered through a process called data mining. When a business desires to create growth or profit, this type of data management is used to sift through large amounts of information to reveal specific information.

All of these areas of data management work in conjunction. They are used to collect, store and analyze information, and then format it so that specialists can have the opportunity to make informed decisions.