Practice Data Collection (12.3.2) - Introduction to Data Science - CBSE 10 AI (Artificial Intelleigence)
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Data Collection

Practice - Data Collection

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Learning

Practice Questions

Test your understanding with targeted questions

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.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

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.

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Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

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.

Challenge 2 Hard

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?

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