Machine Learning Implementation with Sharepoint Online
The client is tech company & a dedicated Microsoft Partner in the Nordics that delivers tailored solutions with core focus on Cloud Operations, Microsoft Office 365, Dynamics 365 CRM, Azure Solutions, Development, Print & Document Management and associated Service & Support of these areas. The client is well-known for delivering innovative solutions to customers spread across different regions.
To find keywords via Machine Learning from the existing documents and forecast value for the future with a defined analysis. An algorithm needed to be developed to increase the accuracy from the document segregation process.
Gateway Digital implemented a solution using Microsoft Machine learning and SharePoint Online to extract keywords from document content using Microsoft Text Analytics and created a machine learning experiment for predicting category values for new documents
Extraction of keywords (for existing documents)
By applying intelligence to the platform, keywords are extracted from each document using Text Analytics API
Machine Learning (ML) keywords are created & stored in document library
Scheduler that traverse through each document, extract keywords using Text Analytic API and store them as ML Keywords
Implemented machine learning algorithms
Learning model was created using Microsoft machine learning studio
Generated output prediction for required category values.
Deployed model as API to update the category values
Applied intelligence, Machine Learning algorithms, periodic and automated processed resulted in more precision and accuracy