Snowpark, Snowflake Data Cloud, Advertising, Causal Inference.
Additionally, using non-confounding effects can also help to reduce noise in the data and improve the accuracy of the causal effect estimate. Below is a high-level architecture of the solution leveraging Snowflake data clean rooms(DCR) and Snowpark ML capabilities: In this sample implementation, a