Designing and Implementing a Microsoft Azure AI Solution — Question 27

You are building a solution that will detect anomalies in sensor data from the previous 24 hours.

You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.

Which type of detection should you use?

Answer options

• A. batch
• B. streaming
• C. change points

Correct answer: A

Explanation

The correct answer is A, batch detection, as it allows the analysis of the entire dataset at once, which is essential for detecting anomalies over a fixed period like 24 hours. Streaming detection processes data in real-time, making it unsuitable for this scenario, while change points focus on identifying shifts in data trends rather than scanning an entire dataset for anomalies.