2.2 - Anomaly Detection
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Practice Questions
Test your understanding with targeted questions
What is the main purpose of anomaly detection?
💡 Hint: What does it help prevent?
Give an example of an anomaly in a system.
💡 Hint: Think about device behaviors.
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What is the primary function of anomaly detection?
💡 Hint: Think about what is considered outside of normal.
True or False: Anomaly detection can only be applied to numerical data.
💡 Hint: Consider the types of data IoT devices collect.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Design a comprehensive anomaly detection strategy for a network of smart traffic lights that adapts to different traffic patterns throughout the day.
💡 Hint: Consider how traffic behavior changes throughout the day.
Evaluate the impact of false positives in anomaly detection within a smart home system and suggest improvements.
💡 Hint: How might we check validity against real sensor data?
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