Tag: incremental

Scaling Statistics: Incremental Standard Deviation in SQL with dbt Why scan yesterday’s data when you can increment today’s? Image by the author SQL aggregation functions can be computationally expensive when applied to large datasets. As datasets grow, recalculating metrics over the entire dataset repeatedly becomes inefficient. To address this challenge, incremental aggregation is often employed — a method…