Google Cloud Professional Cloud Architect — Question 65
Your company has multiple on-premises systems that serve as sources for reporting. The data has not been maintained well and has become degraded over time.
You want to use Google-recommended practices to detect anomalies in your company data. What should you do?
Answer options
- 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.
Correct answer: B
Explanation
The correct answer is B because Cloud Dataprep is specifically designed for data preparation tasks such as cleaning and exploring datasets, making it ideal for handling degraded data. While Cloud Datalab is useful for data analysis and exploration, it does not focus on data cleaning as effectively as Cloud Dataprep does, which is why options A, C, and D are not the best choices.