You want to create a machine learning model using BigQuery ML and create an endpoint foe hosting the model using Vertex Al. This will enable the processing of continuous streaming data in near-real time from multiple vendors. The data may contain invalid values. What should you do?
Dataflow provides a scalable and flexible way to process and clean the incoming data in real-time before loading it into BigQuery.
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