Duplicate Record Detection Using GenAI Techniques to Improve Data Quality

Описание к видео Duplicate Record Detection Using GenAI Techniques to Improve Data Quality

SPEAKER: Ian Ormesher, Data Scientist, ZEISS

Duplicate records can have a negative impact on many areas of a business. Current methods to detect duplicate records use traditional NLP techniques known as “Entity Matching”. An improvement to this traditional method can be achieved by incorporating GenAI techniques that do not entail any calls to OpenAI. Not only does this produce better matches, but it also keeps the data safe, since no information is transferred externally.

Learn more: https://machinelearningweek.eu/

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