??? ??? ??? ???? ?? ? ???? ??? ??? ?? ???? ??? ??? ?? ???? ? ??? ??? ?? ??? ??? ???? ??????Data cleaning is actually a critical phase from the machine learning (ML) pipeline mainly because it entails identifying and taking away any missing replicate or irrelevant data.Data warehouses retail outlet structured data from different sources, optimized f