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CLOUD-DIGITAL-LEADER · Question #223
CLOUD-DIGITAL-LEADER Question #223: Real Exam Question with Answer & Explanation
The correct answer is A: Collect all weather data evenly across all cities. 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.
Data Strategy for AI/ML
Question
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?
Options
- ACollect all weather data evenly across all cities
- BCollect all weather data primarily from at-risk cities
- CCollect extreme weather data evenly across all cities
- DCollect extreme weather data primarily from at-risk cities
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.
Topics
#Machine Learning Data#Data Collection Strategy#Predictive Modeling#Data Representativeness
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