Practice - Monitoring and Maintenance
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Practice Questions
Test your understanding with targeted questions
What is model monitoring?
💡 Hint: Think about what happens to a model after it is live.
What is the purpose of alerts in monitoring?
💡 Hint: Consider how we know when something is wrong.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of model monitoring?
💡 Hint: Remember the focus of monitoring is on performance after the model is live.
True or False: Alerts are only set for model training periods.
💡 Hint: Consider when you would need to know if something goes wrong.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Propose a complete monitoring strategy for an AI-driven financial prediction model. Include what metrics you would check, types of alerts needed, and the retraining process.
💡 Hint: Think broadly about the finance sector's requirements.
Discuss the potential implications if a business fails to implement model monitoring and retraining effectively. Provide at least three consequences.
💡 Hint: Consider the risk factors involved in business operations.
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Reference links
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