Practice Definition - 7.3.1 | 7. AI Project Cycle | CBSE Class 12th AI (Artificial Intelligence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is Data Exploration?

💡 Hint: Think about the initial steps taken when looking at a new dataset.

Question 2

Easy

Name one tool used for Data Visualization.

💡 Hint: It's commonly used software for creating graphs.

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 does Data Exploration involve?

  • Visualizing data
  • Data cleaning
  • Understanding patterns
  • All of the above

💡 Hint: Think about all the activities involved in exploring the data.

Question 2

True or False: Data Cleaning can lead to incorrect results if ignored.

  • True
  • False

💡 Hint: What can inaccurate data lead to in your analysis?

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Given a dataset with many missing values, outline a systematic approach to handle and explore this data.

💡 Hint: What strategies can you think of for imputation?

Question 2

Explain how you would utilize descriptive statistics to analyze a dataset of student grades.

💡 Hint: What patterns do you expect to find among the grades, and how would you visualize it?

Challenge and get performance evaluation