Web Reference: Master data cleaning and preprocessing in Python using Pandas. This step-by-step guide covers handling missing data, duplicates, outliers, and more for accurate analysis. Jan 15, 2025 · Data preprocessing is a key aspect of data preparation. It refers to any processing applied to raw data to ready it for further analysis or processing tasks. Traditionally, data preprocessing has been an essential preliminary step in data analysis. Data cleaning and preprocessing is an important stage in any data science task. It refers to the technique of organizing and converting raw data into usable structures for further analysis.
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