Entity Resolution: Identifying Real-World Entities in Noisy Data

Fundamental theories and Python implementations

In today’s data-driven world, organizations often face challenges with diverse and inconsistent data sources. Entity resolution, also called record linkage or deduplication, helps identify and merge duplicate or related records that do not share any unique identifiers within or across datasets. Accurate entity resolution improves data quality, enhances decision-making, and provides valuable insights.

Entity …

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