Snowpark, Snowflake Data Cloud, Advertising, Causal Inference.
Propensity scores and observed an ATE of ~15%, which indicates the true effectiveness of seeing the ad. We also created another ML model to estimate the purchasing for new customers and used a Python UDF Batch API for inference. As we are dealing with a very large dataset (~4 million), we were able