Normalization
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May 1, 2024
Updated May 10, 2025
17 minute read
Normalization is a fundamental concept that touches many fields, primarily involving the process of organizing and standardizing data. At a high level, it's about structuring data to reduce redundancy and improve data integrity, making information more efficient to use and analyze. This process is crucial in database design, where it helps prevent inconsistencies and anomalies when data is added, modified, or deleted. Beyond databases, normalization techniques are also vital in statistics and machine learning, where they help prepare data for analysis by transforming features to a comparable scale.
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