Learning Based Data Quality Enhancement

Learning Based Data Quality Enhancement

Application Description:

Our Experience

  • For a major media company, we integrated two datasets to correlate people’s demographic characteristics with their purchasing behaviour and habits of watching TV

– Improved data quality by custom constraint-satisfaction algorithms for

missing value imputation

  • Created the ID layer for a major Telecom Network integrating data from 11 applications and resolving issues like deduplications, imputing missing values etc in the process
  • For a major corporate card issuer, matched data for filling out missing customer IDs in historical accounts

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