Holoclean

HoloClean is a statistical inference engine to impute, clean, and enrich data. Visit Website

Holoclean logo
Holoclean logo
Stage

Early Stage

Target Segment

Mid size

Deployment

On Prem

Business Model

Commercial

Pricing

Freemium

Location

Waterloo, Canada

More about Holoclean

HoloClean is a statistical inference engine to impute, clean, and enrich data. As a weakly supervised machine learning system, HoloClean leverages available quality rules, value correlations, reference data, and multiple other signals to build a probabilistic model that accurately captures the data generation process, and uses the model in a variety of data curation tasks. HoloClean allows data practitioners and scientists to save the enormous time they spend in building piecemeal cleaning solutions, and instead, effectively communicate their domain knowledge in a declarative way to enable accurate analytics, predictions, and insights from noisy, incomplete, and erroneous data.

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