Practice Data Exploration - 7.2.3 | 7. AI Project Cycle | CBSE Class 11th AI (Artificial Intelligence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

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.

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 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.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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.

Question 2

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.

Challenge and get performance evaluation