Question

Explain normalization with the help of examples.

Hint:

Normalization is crucial for database design to ensure data integrity and prevent redundancy.

Answer 1

Database Normalization

Normalization is the process of organizing data in a database to eliminate redundancy and ensure data integrity. The primary goal is to reduce the chances of anomalies when inserting, updating, or deleting data. The process involves dividing a database into tables and using relationships to maintain the integrity of the data.

First Normal Form (1NF):

Data is organized into tables with no repeating groups. Each column must contain atomic (indivisible) values. Example:

Student ID	Courses
1	Math, Science
2	English, History

In 1NF, the above table is converted to:

Student ID	Course
1	Math
1	Science
2	English
2	History

Second Normal Form (2NF):

In 2NF, the table must be in 1NF and all non-key attributes must be fully functionally dependent on the primary key. This eliminates partial dependency. Example:

A table with a composite key (Student ID, Course) would require separate tables for student information and courses to eliminate redundancy.

Third Normal Form (3NF):

In 3NF, the table must be in 2NF, and there must be no transitive dependency (i.e., non-key attributes should not depend on other non-key attributes). This ensures that each column is only dependent on the primary key.

Conclusion:

Normalization helps in organizing data to minimize redundancy and ensure data integrity. By following 1NF, 2NF, and 3NF, databases become more efficient and maintainable.