Practice - Monitoring and Maintenance
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Practice Questions
Test your understanding with targeted questions
What is monitoring in data science?
💡 Hint: Think about how you would check on something regularly.
What does maintenance involve?
💡 Hint: Consider what you would do to keep a car running smoothly.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary purpose of monitoring in data science?
💡 Hint: What are we checking regularly?
True or False: Maintenance is unnecessary if a model was deployed successfully.
💡 Hint: Would a car need maintenance even if it runs well for a while?
1 more question available
Challenge Problems
Push your limits with advanced challenges
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.
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.
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Reference links
Supplementary resources to enhance your learning experience.