Practice Data Collection - 12.3.2 | 12. Introduction to Data Science | CBSE Class 10th AI (Artificial Intelleigence)
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is data collection?

💡 Hint: Think about the initial steps in a data science project.

Question 2

Easy

Name a source of data.

💡 Hint: Consider platforms where we might gather user information.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What is the primary goal of data collection in data science?

  • To create visualizations
  • To gather relevant information for analysis
  • To build machine learning models

💡 Hint: Consider the starting point of any data-driven project.

Question 2

True or False: Data collection should focus only on one source.

  • True
  • False

💡 Hint: Think about why using multiple sources can improve insight gathering.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You are tasked with analyzing customer behavior in an online store. Outline a data collection strategy that covers multiple sources and ensure that data integrity is maintained.

💡 Hint: Think of how different sources can provide many perspectives.

Question 2

A colleague argues that using only survey responses for analysis is sufficient. Discuss the potential risks and propose alternative sources.

💡 Hint: How might survey responses be influenced?

Challenge and get performance evaluation