Category: Advanced Analytics
Novetta’s Machine Learning & Data Science Training Courses
In rapidly advancing fields such as machine learning, staying up to date with new methods and technologies requires actively seeking out new learning materials and references. Scaling the ...
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The Tech Primer
Novetta’s success depends on smart, creative people coming up with innovative approaches and improvements to standard best practices. To this end, Novetta encourages employees to pursue lightbulb-ideas and ...
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Mining Data in Maritime Vessel Traffic
Novetta has been exploring ways to uncover patterns in maritime vessel traffic around the globe to help analysts flag and predict suspicious behaviors and anomalies. The effort began ...
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DevSecOps: Delivering Software Quickly, Reliably, and Repeatably
Novetta teams use Agile methods to rapidly write software, but this burst in productivity is hard to sustain during testing and deployment. DevSecOps practices weave together the needs ...
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RISER Supercharges Bulk Collection of Biometrics
In movies and television shows, forensic scientists can pick up a partial fingerprint using a satellite camera 500 miles in the sky -- and use it to identify ...
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Machine Learning Explainability
Novetta applies machine learning models to help customers make better decisions across a wide range of use cases. Increasingly, decision makers want to understand why a model makes ...
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Resolving Dates with NLP
In newspaper articles, emails, and other texts, it is natural to reference dates in relation to the publication date. For example, you will commonly see phrases like “yesterday” ...
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Redefining the Disaster Response Landscape with AWS
by Matt Johannessen Over the last six months, Novetta has had the privilege of collaborating closely with the AWS Snow Family and AWS Disaster Response teams. Working with ...
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State-of-the-art NLP made easy with AdaptNLP
Natural Language Processing (NLP) has advanced significantly since 2018, when ULMFiT and Google’s release of the BERT language model approached human-level performance on a range of use cases ...
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IoT & Edge Computing for Disaster Response
by Matt Johannessen Recently, I had the opportunity to lead a Novetta team tasked with demonstrating how C4ISR, IoT, Machine Learning, and edge computing technologies can improve situational ...
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Detecting Semantically Similar Code at Scale with SACS
Maintaining software security in a project as the volume of new code increases is a pressing problem in big data. Once a vulnerability is identified in a piece ...
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NovettaNLP
BERT’s release in November 2018 marked an inflection point for Natural Language Processing (NLP), moving us closer to human-level performance on a range of use cases. Since then, ...
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Congratulations to our 10^27 Award Winners!
Novetta grants the 10^27 Award to recognize excellence in IRAD execution and delivery. Our latest group of recipients developed important, innovative capabilities in support of customer missions. 10^27 ...
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Adversarial Attacks in Machine Learning: Defenses
Introduction to Adversarial Attack Defense Methods In our previous blog posts, we introduced and experimented with adversarial attacks against deep learning models. Here, we explore ways to mitigate ...
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Adversarial Attacks in Machine Learning: Experimentation
As machine learning (ML) becomes more prevalent, bad actors seek to take advantage of our confidence in models’ predictions. An example of this can be found in autonomous ...
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