What exactly is the end result or output that one can expect from using Vertex AI for batch predictions? Is it a series of numerical values, a set of predictions based on the input data, or something else entirely? Can you provide a brief overview of what users can expect to receive after submitting their batch prediction job to Vertex AI?
            
            
            
            
            
            
           
          
            7 answers
            
            
  
    
    CryptoEnthusiast
    Wed Sep 25 2024
   
  
    When it comes to storing the batch prediction output, BigQuery is a viable option. BigQuery is a powerful data warehouse that enables users to store, analyze, and query vast amounts of data.
  
  
 
            
            
  
    
    Bianca
    Wed Sep 25 2024
   
  
    The integration between batch prediction jobs and BigQuery is seamless. Once the batch prediction job is executed, it automatically creates the necessary tables or datasets in BigQuery to store the results.
  
  
 
            
            
  
    
    TaekwondoPower
    Wed Sep 25 2024
   
  
    This feature ensures that the batch prediction results are always stored in a new table, ensuring data integrity and preventing any accidental overwriting of existing data.
  
  
 
            
            
  
    
    Andrea
    Tue Sep 24 2024
   
  
    The automatic table creation process eliminates the need for manual intervention, saving time and reducing the risk of errors.
  
  
 
            
            
  
    
    WhisperInfinity
    Tue Sep 24 2024
   
  
    BigQuery's scalability and performance make it an ideal choice for storing and analyzing large amounts of batch prediction data.