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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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Your company operates a large retail website and has migrated to Google Cloud, utilizing various ML models developed with PyTorch, TensorFlow, and BigQueryML. With the use of BigTable, CloudSQL, and Cloud Storage, and now working with Vertex AI, you need to manage input tabular data in CSV format. The data is critical for training models that predict inventory demand across multiple regions. Given the importance of data quality and model accuracy, what are the two best practices for managing these CSV files in Vertex AI to ensure optimal performance and compatibility? (Choose two options)

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