Bismarck unifies the underlying architecture of in-RDBMS analytics using Incremental Gradient Descent (IGD). What Bismarck Tries to Solve: The increasing use of statistical data analysis in enterprise applications has created an arms race among database vendors to offer ever more sophisticated in-RDBMS analytics. One challenge in this race is that each new statistical technique must be implemented