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CBSE Class 12 » CBSE Class 12 Study Materials » Computer Science » Notes on Data Management
CBSE

Notes on Data Management

Data management is a set of disciplines and techniques used to process, store and organise data. Good data management helps organisations ensure their data is accurate, consistent and accessible.

Table of Content
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Introduction

A database management system (DBMS) is a computer programme that manages enormous amounts of structured data and allows users to perform operations on the data. Banking is the best example of a database management system. All transactions are based on a predefined software programme that keeps track of all the information.

In terms of computer knowledge, the concept of a DBMS is crucial. This topic is also important from the examination point for most competitive exams. As a result, the concept must be thoroughly examined.

We’ll provide you with an overview of the DBMS, including its kinds and functionalities, in this article. In addition, the benefits and components of a DBMS have been thoroughly examined.

What is data management?

The method of organising, gathering, securing, and keeping data of an organisation or institution to be examined at any time for business-related decisions is known as data management.

As businesses generate and consume data at unexpected rates, data management solutions are essential for organising such a massive amount of data. Today’s finest data management software ensures that decisions are always based on reliable, up-to-date data. The programme aids in data preparation, cataloguing, search, and governance, allowing users to locate the data requirements for analysis easily.

Data Management Types

Data management performs numerous roles in an organisation’s data environment, making key operations easier and less time-consuming. Some examples of the data management techniques are given below:-

  • Cleaning and transforming raw data into a suitable shape and format for analysis, making adjustments, and integrating data sets are all part of data preparation.
  • Data pipelines allow data to be transferred from one system to another automatically.
  • Extract, Transform, Load (ETLs) are programmes that extract data from one system, transform it, and load it into the company’s data warehouse.
  • Data catalogues assist in the management of metadata to generate a complete image of the data, including a summary of changes, locations, and quality, as well as making the data easily accessible.
  • Data warehouses are sites where multiple data sources can be consolidated, organisations can deal with the many data kinds they contain, and data analysis can be done easily.
  • Standards, protocols, and rules for data security and integrity are defined by data governance.
  • A formal technique to establish and manage data flow is provided by data architecture.
  • Data security safeguards information against unwanted access and corruption.
  • The flow of data across an application or organisation is documented using data modelling.

Why is data management so crucial?

Data management is an important step in executing successful data analysis at a mass scale that leads to precious insights which provide benefits or profit to the consumers & boost the bottom line. The following are some of the advantages of an exemplary data management system:

Visibility:  Data management can help your organisation’s data assets become more visible, making it easier for individuals to find the data they need quickly and confidently. Data visibility helps your firm become more organised and efficient by assisting people in discovering the information they need to execute their tasks more effectively.

Reliability: By establishing processes and regulations for data consumption and fostering trust in the data being used to make choices across your business, data management helps reduce the risk of errors. Companies can respond more quickly to market developments and client needs if they access trustworthy, up-to-date data.

Security: With authentication and encryption solutions, data management protects your organisation and its employees from data losses, thefts, and breaches. Strong data security ensures that critical company data is backed up and retrievable if the primary source fails. Furthermore, security becomes much more crucial if your data contains any personally identifiable information that must be carefully handled to comply with consumer protection laws.

Scalability: With repeatable processes to maintain data and metadata up to date, data management allows enterprises to scale data and usage instances successfully. When operations are simple to repeat, your company may minimise unnecessary duplicate expenditures, such as staff completing the same research again and over or re-running costly inquiries.

The Advantages of a Database Management System

Major corporations and financial institutions use the DBMS. This system application makes it simple for the user and the administrator to manage the database’s data and information.

The following are some of the benefits of using a database management system:

  • It’s simple to keep the data safe. The database can be restricted to only a few users by the administrator. As a result, only the administrative team of an organisation or business who can maintain the data safe has access to the database.
  • A single file may control the entire database. Duplication and redundancy are impossible. As a result, the data is more consistent and simple to update.
  • Tables may be built in a database management system. Linking data and elements is simple.
  • The software manages data backup and recovery, ensuring that the database is secure at all times.
  • It allows multiple users to access the database simultaneously, increasing efficiency.

Conclusion

In this chapter, we have read about Data Management, its uses, benefits and features. Data management is one of the essential topics of Computer Science. A database management system is a computer programme that manages many databases used in performing various operations. This system is used in banking, hospitals, hotels, IT sectors, etc. 

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Frequently asked questions

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What are the different types of database management system?

Ans: There are four important types of Database Management systems, which are as follows:...Read full

What is the purpose of the Database Management System?

Ans: Many MNCs and large corporations work with the Database Management System (DBMS), allowing the...Read full

What are the components of the database management system?

Ans: A database management system can be further classified into four components: User, Software, D...Read full

What is a Database?

Ans: A database is a collection of information that can be easily updated and accessed. ...Read full

Ans: There are four important types of Database Management systems, which are as follows:

  • Network Database
  • Hierarchical Database
  • Relational Database
  • Object-Oriented Database

Ans: Many MNCs and large corporations work with the Database Management System (DBMS), allowing the administrators and users to manage the information and the database. The DBMS aims to keep and transfer data into the information that can be used to make different options.

Ans: A database management system can be further classified into four components: User, Software, DATA, and Hardware.

Ans: A database is a collection of information that can be easily updated and accessed.

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