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Database Systems FINAL 2025/2026 – 600+ Verified Exam Questions & Answers | DBMS, SQL, Normalization, ER Modeling, Transactions, Big Data & NoSQL

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This Database Systems FINAL 2025/2026 comprehensive exam preparation resource contains over 600 fully verified multiple-choice and true/false questions with correct answers, designed to cover every critical aspect of modern database theory and application. It addresses fundamental concepts such as data structures, DBMS components, data redundancy, and database architectures, while also providing detailed coverage of SQL syntax, query processing, joins, subqueries, constraints, keys, and normalization processes (1NF–4NF). Advanced topics include transaction management, ACID properties, concurrency control, recovery methods, distributed database management systems (DDBMS), replication strategies, and performance optimization. It also explores data warehousing, OLAP, data mining phases, big data frameworks (including Hadoop), NoSQL database types, graph databases, and cloud-based database solutions. The content blends theoretical principles with real-world applications, making it an essential resource for computer science students, software engineering majors, database administration trainees, information systems professionals, and IT certification candidates. Educators, trainers, and corporate IT departments can also use this as a complete question bank for lectures, mock tests, and skills assessments. Keywords: DBMS, SQL, normalization, ER modeling, transactions, concurrency control, DDBMS, OLAP, big data, NoSQL

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Institution
Database Systems
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Database Systems

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Uploaded on
August 9, 2025
Number of pages
37
Written in
2025/2026
Type
Exam (elaborations)
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Questions & answers

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Database Systems FINAL 2025/2026
Exam Questions and Answers | 100%
Pass



Data is the result of interpreting facts to reveal meaning. (T or F) - 🧠 ANSWER

✔✔False, Data is the result of processing RAW DATA to facts to reveal their

meaning

Unstructured data is data that exists in the format in which it was collected (raw

state). While Structured data is the result of formatting unstructured data to enable

storage, use, and generation of information. (T or F) - 🧠 ANSWER ✔✔True.


Correct. Unstructured data is in its raw state while structured data is formatted to

enable storage and generation of meaningful information.

Data redundancy exists when data is duplicated and stored unnecessarily at

different places. - 🧠 ANSWER ✔✔True:

,Data redundancy exists when data is duplicated and stored unnecessarily at

different places.

One of the advantages of a database system over previous data management

approaches is reduced costs. (T or F) - 🧠 ANSWER ✔✔FALSE:


Correct. Database systems require sophisticated hardware and software and highly

skilled personnel. This increases costs.

The term database system refers to an organization of components that define and

regulate the collection, storage, management, and use of data within a database

environment. - 🧠 ANSWER ✔✔True:


Correct. Database system refers to an organization of components that define and

regulate the collection, storage, management, and use of data within a database

environment.

How would you define data that is verifiable?




a. The data is stored in different places within the database.




b. The data cannot be changed or manipulated.

,c. The data always yields consistent results.




d. The data is obtained from trusted sources. - 🧠 ANSWER ✔✔C


Correct. Data is said to be verifiable if the data always yields consistent results

One of the advantages of database systems is that ___




a. Database systems maximizes data inconsistency




b. Database systems decreases end user productivity




c. Database systems enable the data in the database to be shared among multiple

applications or users.




d. Database systems do not integrate many different users' data into a single all-

encompassing data repository. - 🧠 ANSWER ✔✔C.



COPYRIGHT©NINJANERD 2025/2026. YEAR PUBLISHED 2025. COMPANY REGISTRATION NUMBER: 619652435. TERMS OF USE. PRIVACY
STATEMENT. ALL RIGHTS RESERVED



3

, Correct. One of the advantages of database systems is that Database systems

enable the data in the database to be shared among multiple applications or users.

A good Database Management System (DBMS) will perform well even with a

badly designed database. (T or F) - 🧠 ANSWER ✔✔False:


Correct. A well designed database is essential for a DBMS to perform well.

Thorough database planning and design is important to ensure that data is properly

used to give the organization the most benefit. (T or F) - 🧠 ANSWER ✔✔True:


Correct. Thorough database planning and design is important for a DBMS to

perform well and to give the organization the most benefit.

Which of the answers below is one of the challenges of managing a database

system?




a. Infrequent Upgrade

b. Management Simplicity

c. Reduced costs


d Vendor Dependence - 🧠 ANSWER ✔✔d. Vendor dependende:

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