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Answer: Upload your files into Cloud Storage. Use Cloud Dataprep to explore and clean your data.
The best approach, following Google-recommended practices, is to use Cloud Dataprep for exploring and cleaning your data, as it provides out-of-the-box anomaly detection capabilities. Cloud Dataprep seamlessly integrates with Cloud Storage, allowing you to upload your data for processing. While Cloud Datalab is a powerful tool for data analysis and building machine learning models, it doesn't offer the same out-of-the-box anomaly detection features as Cloud Dataprep. Furthermore, connecting Cloud Dataprep directly to on-premises systems is not currently possible. Therefore, the correct answer is B: Upload your files into Cloud Storage. Use Cloud Dataprep to explore and clean your data.
Author: LeetQuiz Editorial Team
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Your company operates several on-premises systems that serve as sources for reporting. Over the years, the data within these systems has not been maintained properly, leading to degradation. To improve data quality, you need to follow Google-recommended best practices for detecting anomalies in the data. What should you do?
A
Upload your files into Cloud Storage. Use Cloud Datalab to explore and clean your data.
B
Upload your files into Cloud Storage. Use Cloud Dataprep to explore and clean your data.
C
Connect Cloud Datalab to your on-premises systems. Use Cloud Datalab to explore and clean your data.
D
Connect Cloud Dataprep to your on-premises systems. Use Cloud Dataprep to explore and clean your data.
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