Data Preprocessing | Vibepedia

Companies like Google and Microsoft invest heavily in data preprocessing technologies. Data preprocessing helps to identify and address issues such as out-of-range values, impossible data combinations, and missing values, ultimately leading to better and improved results. The preprocessing pipeline can significantly impact the conclusions drawn from downstream analysis, making it essential to ensure the representation and quality of data before running any analysis.