Tag: data preprocessing

The Data Cleaning Framework That Saved Me 600 Hours Last Year Three years ago, I was spending 40% of every project just cleaning data. Not analyzing it, not building models — cleaning. Missing values, inconsistent date formats, duplicate rows, columns named “column_1_final_v3_USE_THIS”. Sound familiar? After joining a team that handled petabyte-scale pipelines at a fintech…