Practice Anomaly Detection (2.2) - Chapter 6: AI and Machine Learning in IoT

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10 questions

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6 sample questions

Question 1.
What is the main purpose of anomaly detection?
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What does it help prevent?
Question 2.
Give an example of an anomaly in a system.
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Think about device behaviors.
3Question 3.
What is the primary function of anomaly detection?
- To analyze all data
- To identify outliers
- To improve efficiency
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Think about what is considered outside of normal.
4Question 4.
True or False: Anomaly detection can only be applied to numerical data.
- True
- False
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Consider the types of data IoT devices collect.
Question 5.
Design a comprehensive anomaly detection strategy for a network of smart traffic lights that adapts to different traffic patterns throughout the day.
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Consider how traffic behavior changes throughout the day.
Question 6.
Evaluate the impact of false positives in anomaly detection within a smart home system and suggest improvements.
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How might we check validity against real sensor data?

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