Is it possible to update data and retrain just one of several data series in bigquery model
After implementing and training this model and understanding the details better, it seems the short answer is NO, I have to remake and train the entire model.
It takes about 7 minutes to train about 3,500 series with about 100 datapoints each from a seed dataset. This may grow as the incremental ETL adds data indefinitely.