Practice Monitoring and Maintenance - 12.3.8 | 12. Introduction to Data Science | CBSE Class 10th AI (Artificial Intelleigence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is monitoring in data science?

💡 Hint: Think about how you would check on something regularly.

Question 2

Easy

What does maintenance involve?

💡 Hint: Consider what you would do to keep a car running smoothly.

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 purpose of monitoring in data science?

  • To enhance user experience
  • To track model performance
  • To design new models

💡 Hint: What are we checking regularly?

Question 2

True or False: Maintenance is unnecessary if a model was deployed successfully.

  • True
  • False

💡 Hint: Would a car need maintenance even if it runs well for a while?

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Imagine you have deployed a model that predicts house prices, and you notice its accuracy drops significantly after six months. What steps would you take to diagnose and address this issue?

💡 Hint: Think about the process you would follow to restore the model's effectiveness.

Question 2

You are responsible for a model that analyzes online traffic patterns. Describe a systematic approach to monitor it over time.

💡 Hint: Consider how you would stay informed without constantly checking manually.

Challenge and get performance evaluation