Snowpark, Snowflake Data Cloud, Advertising, Causal Inference.
can predict probabilities of purchase for each new customer assuming (SAW_AD=0) and (SAW_AD=1) and calculate the difference of the probability scores to determine target customers who are the best people to advertise to. p[purchasing impacted by ad] = p[purchase | saw ad] — p[purchase | !saw ad]