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Question 272 - Cloud Digital Leader discussion

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An organization is training a machine learning model to predict extreme weather events in their country.

How should they collect data to maximize prediction accuracy?

A.
Collect all weather data evenly across all cities
Answers
A.
Collect all weather data evenly across all cities
B.
Collect all weather data primarily from at-risk cities
Answers
B.
Collect all weather data primarily from at-risk cities
C.
Collect extreme weather data evenly across all cities
Answers
C.
Collect extreme weather data evenly across all cities
D.
Collect extreme weather data primarily from at-risk cities
Answers
D.
Collect extreme weather data primarily from at-risk cities
Suggested answer: A

Explanation:

Collect all weather data evenly across all cities. Mainly because it seems that the emphasis for data collection for ML is to make sure there are no holes in your data collection.

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asked 18/09/2024
Welton Harris
38 questions
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