Computer 9th Chap 4 : Topic 1.5 - Maryam Publications

Computer Chapter 4 : Topic 1.5

Data Science Problems

1 / 11

Which ability is most directly developed when students read a newspaper article to identify data science problems?

A) Learning only graphical drawing techniques

B) Designing computer hardware components

C) Recognizing real-world problems that can be solved using data analysis

D) Memorizing programming syntax without context

2 / 11

What is the first step in using data science after identifying a problem from a case study or news article?

A) Ignoring the problem and moving to coding

B) Building a database immediately

C) Defining the problem clearly for analysis

D) Deleting irrelevant information randomly

3 / 11

Why is reading newspapers and case studies important for learning data science applications?

A) It focuses only on entertainment purposes

B) It helps identify real-world problems that can be analyzed using data

C) It avoids the use of data completely

D) It replaces the need for mathematics

4 / 11

Which type of thinking is most important when identifying a data science problem from an article?

A) Analytical and critical thinking

B) Artistic thinking only

C) Random guessing

D) Memorization only

5 / 11

What is the main goal of identifying problems in case studies for data science learning?

A) To focus only on writing summaries

B) To eliminate decision-making processes

C) To find issues that can be solved using data collection and analysis

D) To avoid using data altogether

6 / 11

Which example best represents a problem that can be solved using data science from a news article?

A) A fictional story with no data

B) An article showing increasing traffic accidents in a city

C) A story about historical events only

D) A poem published in a newspaper

7 / 11

What is the role of data science after identifying a problem from a real-world source?

A) Ignoring data and giving opinions

B) Writing stories instead of analysis

C) Avoiding any mathematical use

D) Collecting, analyzing, and interpreting data to solve the problem

8 / 11

Why should students carefully read case studies before identifying a data science problem?

A) To understand context and extract meaningful issues

B) To avoid understanding data

C) To skip analysis steps

D) To memorize all sentences

9 / 11

Which skill is mainly tested when students extract problems from newspaper articles for data science tasks?

A) Drawing artistic sketches

B) Physical strength

C) Logical reasoning and interpretation of information

D) Hardware troubleshooting

10 / 11

What is the final outcome of correctly identifying a data science problem from a case study?

A) A clearly defined problem suitable for data collection and analysis

B) A printed report without data

C) A completed software program

D) No further analysis is required

11 / 11

Which statement best explains the importance of real-world sources in data science problem identification?

A) They are only used for entertainment purposes

B) They remove the need for scientific thinking

C) They focus only on fictional content

D) They provide authentic situations where data can be analyzed for solutions

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