Mastering Data Preprocessing For Accurate Analysis
Data preprocessing, an essential aspect of data analysis, involves several approaches to prepare raw data for modeling and analysis. These approaches aim to enhance data quality, handle missing values, transform variables, and reduce dimensionality. By employing techniques such as data cleaning, imputation, standardization, and feature selection, data preprocessing paves the way for more accurate and … Read more