Novetta Machine Learning Center of Excellence effort to develop a deep learning model that predicts customer-relevant metadata tags for unstructured text. BACKGROUND: ENRICHMENT OF UNSTRUCTURED TEXT DATA The rise of the internet has led to a faster flow of information, where news posted to a relatively obscure blog can be shared on social media and then reach national publications within hours. The volume is such that humans alone cannot filter out noise, identify important new information, and determine how messaging trends are changing over time. To address this challenge, Novetta Mission Analytics (NMA) helps customers analyze open source and…
Novetta Launches Machine Learning Center of Excellence
Focal point for mission-focused machine learning engineering, research and development, and collaboration MCLEAN, VA – Novetta, a leader in advanced analytics technology, today announced the launch of its Machine Learning Center of Excellence – a focal point for Novetta engineering, research and development, and collaboration in machine learning. Building on Novetta’s extensive machine learning practice spanning dozens of customers and mission sets, the Center is staffed by Novetta data scientists and software developers building advanced machine learning prototypes and solutions. The Center operates a hands-on Innovation Lab where government and industry partners can explore the latest in machine learning technologies through…
Accelerating OSINT Analytics through AWS Machine Learning Services & AWS Neptune
Novetta’s business covers a diverse mix of public and private sector customers. While mission objectives vary, we are seeing an increasing need to extract meaning from high-velocity open source (OSINT) information. Historically, deriving intelligence from open source digital content has been complex and time consuming, particularly when high-accuracy results are required. Generating meaningful signals from data sources such as web content and open source video has required substantial labor on the part of analysts. We are working to significantly reduce the effort required to gather and exploit OSINT through a combination of machine learning, graph database technologies, and Amazon Web…
