In SQL, which keyword is used for aggregating data in a SELECT statement?

  • AGGREGATE
  • GROUP
  • SUM
  • TOTAL
In SQL, the keyword used for aggregating data in a SELECT statement is SUM. It is used to calculate the sum of values in a particular column, providing a way to aggregate data and obtain meaningful insights from the dataset.

How does MySQL Workbench aid in the process of database design and management?

  • Acts as a web server
  • Manages user authentication only
  • Offers a graphical interface for designing databases
  • Provides a platform for running SQL queries
MySQL Workbench facilitates database design by providing a graphical interface. Users can visually create and modify database structures, making it easier to understand and manage the database schema. It also includes tools for running SQL queries, but its primary strength lies in visual design.

How does denormalization impact database performance in conceptual schema design?

  • Degrades performance by increasing redundancy
  • Has no impact on performance
  • Improves performance by reducing redundancy
  • May improve read performance but can impact write performance
Denormalization in conceptual schema design may improve read performance by reducing the need for joins, but it can impact write performance due to increased redundancy. It's a trade-off between read and write efficiency.

Scenario: You are developing an e-commerce application where products have varying attributes and categories. Which NoSQL database type would you choose for efficient product catalog management and why?

  • Column-family Store
  • Document Store
  • Key-Value Store
  • Object-oriented Database
A Document Store would be ideal for an e-commerce application with varying product attributes. Document stores allow flexible and dynamic schema design, making it easy to manage diverse product information without a fixed schema.

Scenario: A healthcare organization needs to consolidate patient records from various departments for analytical purposes while ensuring data privacy and compliance. Which solution, Data Warehouse or Data Marts, would better address their requirements, and what considerations would you take into account?

  • Both Data Warehouse and Data Marts
  • Data Marts
  • Data Warehouse
  • Neither Data Warehouse nor Data Marts
For a healthcare organization consolidating patient records, a Data Warehouse is more suitable. It allows integration of data from diverse sources while ensuring data privacy and compliance. A Data Warehouse's centralized nature facilitates comprehensive analytics, providing insights across departments while maintaining necessary controls.

How does data storage occur in column-family stores?

  • Column-wise storage
  • Database-wise storage
  • Row-wise storage
  • Table-wise storage
In column-family stores, data storage occurs in a column-wise manner. Unlike traditional row-wise storage, where entire rows are stored together, column-family stores organize data by columns. This facilitates efficient retrieval of specific columnar data, making it suitable for scenarios where selective data retrieval is common.

One advantage of using a Key-Value Store is its ability to handle _______ workloads efficiently.

  • Complex-query
  • Mixed
  • Read-intensive
  • Write-intensive
One advantage of using a Key-Value Store is its ability to handle write-intensive workloads efficiently. Key-Value Stores are optimized for simple read and write operations, making them well-suited for scenarios where write operations are frequent and need to be executed quickly.

The _______ statement in SQL is used to retrieve data from a database.

  • DELETE
  • INSERT
  • SELECT
  • UPDATE
The SELECT statement in SQL is used to retrieve data from a database. It allows you to specify the columns you want to retrieve and the conditions for selecting specific rows. This statement is fundamental for querying and extracting information from a database.

An _______ relationship allows a single entity to inherit properties from multiple superclasses.

  • Aggregation
  • Association
  • Dependency
  • Inheritance
An Inheritance relationship allows a single entity to inherit properties from multiple superclasses. It is a key concept in object-oriented data modeling, enabling the creation of a more flexible and reusable data model.

In a Star Schema, the fact table is surrounded by _______ tables.

  • Dimension
  • Lookup
  • Reference
  • Satellite
In a Star Schema, the fact table is surrounded by Dimension tables. Dimension tables contain descriptive attributes and provide context to the measurements stored in the fact table. This design enhances query performance by simplifying joins and optimizing data retrieval for analytical queries.

Which type of database is commonly associated with document-based modeling?

  • Hierarchical Database
  • NoSQL Database
  • Object-Oriented Database
  • Relational Database
Document-based modeling is commonly associated with NoSQL databases. Unlike traditional relational databases, NoSQL databases, especially document stores, allow for the storage and retrieval of unstructured or semi-structured data, making them well-suited for document-based modeling.

What is the purpose of a check constraint in a database schema?

  • Defines relationships between tables
  • Enforces unique values in a column
  • Sets default values for columns
  • Validates data against a specified condition
A check constraint in a database schema is used to validate data against a specified condition. It ensures that values in a column meet specific criteria, providing a way to control and maintain data integrity.