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CLOUD-DIGITAL-LEADER · Question #375
CLOUD-DIGITAL-LEADER Question #375: Real Exam Question with Answer & Explanation
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Data Management for AI/ML
Question
A cinema company wants to build a model to predict customer visit patterns for the coming year. They have three years of customer visit data across 300 theaters; however, the data has been stored in different formats by different theaters. They must train the ML model. What should they do?
Options
- AUse the last year of data so there are fewer inconsistencies for the model to handle.
- BTransform the data into a consistent format.
- CGroup different format types and train a different model for each group.
- DChoose an ML model type that can process different formats of input data.
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Topics
#Data Preprocessing#Machine Learning Pipeline#Data Consistency#ML Data Preparation