Practice Monitoring And Maintenance (12.3.8) - Introduction to Data Science

Practice: Monitoring and Maintenance

Lesson 12.3.8Introduction to Data Science

Practise this section

9 questions

Flashcard drill
3 cards from this section. Quick, good the night before a test.
Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
Sign up to start the exercise
Quiz
3 questions · about 2 min · pass mark 70%. Hints available.
Sign up to start the quiz

6 sample questions

Question 1.
What is monitoring in data science?
Show hintHide hint
Think about how you would check on something regularly.
Question 2.
What does maintenance involve?
Show hintHide hint
Consider what you would do to keep a car running smoothly.
3Question 3.
What is the primary purpose of monitoring in data science?
- To enhance user experience
- To track model performance
- To design new models
Show hintHide hint
What are we checking regularly?
4Question 4.
True or False: Maintenance is unnecessary if a model was deployed successfully.
- True
- False
Show hintHide hint
Would a car need maintenance even if it runs well for a while?
Question 5.
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?
Show hintHide hint
Think about the process you would follow to restore the model's effectiveness.
Question 6.
You are responsible for a model that analyzes online traffic patterns. Describe a systematic approach to monitor it over time.
Show hintHide hint
Consider how you would stay informed without constantly checking manually.

5 more questions in this section. Enroll free to practise them all.