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human in the loop data extractors

Human in the loop (HITL), data extraction techniques, have been around since the first introduction of Optical Character Recognition (OCR) software.  Originally, HITL processes were seen as a series of quality checks or validations to make sure the OCR tools collected data properly. These days Machine learning is becoming more and more mainstream, and the role of the human within the data extraction process is...

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Extracting Unstructured Data for Machine Learning in Business

Extracting Unstructured Data for Machine Learning in Business Unstructured data is a term used to describe the collection of data that is not organized in any pre-defined format or a database. Unstructured data is usually created with the intention of direct human consumption; it can include email conversation, conversation transcriptions, audio files, photos, web pages, pdfs and old-fashioned paper documents. It is estimated that over 80%...

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