Practice Data Exploration (7.2.3) - AI Project Cycle - CBSE 11 AI (Artificial Intelligence)
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Data Exploration

Practice - Data Exploration

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Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What is the primary purpose of data cleaning?

💡 Hint: Think about why we want our data to be accurate.

Question 2 Easy

Name one tool commonly used for data visualization.

💡 Hint: It's a tool many people are familiar with.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the first step in data exploration?

Data Visualization
Data Cleaning
Statistical Analysis

💡 Hint: Consider the importance of data quality.

Question 2

True or False: Visualization tools can help us interpret statistical data more clearly.

True
False

💡 Hint: Think about how you feel when looking at a chart versus a long list of numbers.

2 more questions available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Given a dataset with missing values, outline a strategy to handle these values. Include specific methods and justify your choices.

💡 Hint: Consider whether the missing data influences any conclusions you would draw.

Challenge 2 Hard

Analyze a set of data that reveals water leakage spikes. Describe how you would visualize this data and what tools you would use.

💡 Hint: Think about what kind of visualization would be most effective for time series data.

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