Enso Associates Announces Machine Learning Framework

SANTA ROSA, Calif. - Oct. 12, 2016 - PRLog -- Enso Associates is pleased to announce the launch of their framework designed to help organizations extract, organize and use the unstructured text in their big data to make better and faster decisions.  Enso Associates has developed a cost effective framework for companies to implement a machine learning system for decision support based on natural language processing.

Enso's framework is designed based upon a plug and play architecture of state of the art open source software. The framework is enhanced by Enso Associates' expertise and addition of processes to enhance accuracy.

The Enso Associates framework includes the following components:

·         Apache NiFi – Originally developed by the National Security Agency, this Apache Foundation project is the Swiss Army Knife of data manipulation. NiFi provides data processing workflows, but also acts as a messaging framework, as well as an extract, transform and load (ETL) platform. The application includes built-in processors for many tasks, while allowing the development of custom processors. NiFi dramatically lowers the amount of time and cost needed to extract value from your organization's data.

·         TensorFlow – Google's open source machine learning software that powers Gmail, and Google products which need image and speech recognition.

·         Syntactic Processing – While humans perform word sense disambiguation by context, modern machine learning approaches need syntactic processing, similar to the sentence diagramming taught in grade school. Enso's syntactic processing architecture uses spaCy, along with TensorFlow's SyntaxNet capabilities, and the venerable WordNet Lexical Database to provide the most accurate syntactic processing in the industry.

·         FrameNet – The addition of FrameNet allows for automatic semantic role labeling. Google also used FrameNet for products needing semantics. The Enso Framework gets to the meaning of your unstructured text.

"With our framework, any organization has a leg up on their competition" said Douglas Clark, Founder of Enso Associates. "From strategy alignment to trending ideas to automated discovery, our product illuminates data that was once thought inaccessible. By mining this data and understanding it's relevancy, an organization can make important changes that can determine success or failure."

To read more about the Enso Associates framework, please review our technical overview at http://www.enso.associates/2016/09/08/nlp-framework-for-e.... Enso Associates is helping organizations implement this framework, as well as utilize their roadmap and training services, to provide a data strategy to any organization.

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Enso Associates (http://www.enso.associates/) is a data strategy consultancy. Enso's experts organize data to extract maximum value. Our roadmap approach allows us to provide stand alone, bite sized services to incrementally mature data curation.  Once data is properly curated, Enso helps enterprises implement machine learning to begin their own marketplace disruption.