Scenario: You want to create a machine learning gcp video

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Scenario: You want to create a machine learning model using BigQuery ML and create an endpoint for hosting the model using Vertex AI. This will enable the processing of continuous streaming data in near-real time from multiple vendors. The data may contain invalid values. Question: What should you do to process continuous streaming data from multiple vendors while handling potential invalid values?