Snowpark, Snowflake Data Cloud, Advertising, Causal Inference.
the increase in sales to the advertisement when it is actually due to pre-existing differences between those targeted and those not targeted: confounding variables like age, income, gender and other features that may have direct effects on the probability of purchasing behavior as well as the ad