data preparation

Data preparation is a blanket term that can include everything from combining data from different sources, dealing with outliers and missing data, making statistical adjustments, and encoding data in the correct formats for predictive modeling. Although this process can be tedious and take a lot of time if conducted by hand, automated processes can build it into a predictive modeling workflow efficiently. also known as data preprocessing