Machine learning and artificial intelligence (AI) services have become an integral part of many government-off-the-shelf (GOTS) and commercial-off-the-shelf applications (COTS). Did you know that there are convenient ways to train, manage, and deploy machine learning algorithms and services?
On July 23rd, Dave Rabrun, one of Evans & Chambers’ lead software developers, held a Tech Talk for the company exploring big data, open-source processing, and mitigation challenges presented by creating custom machine learning tools within the public sector. Furthermore, Dave discussed the advantages of Amazon SageMaker, a cloud-based service that supports the entire machine learning workflow. With custom data processing tools becoming increasingly necessary for public sector clients, it is important to stay on top of the relevant technologies that makes those necessities a reality.
The presentation provided the audience with a deep understanding of why DoD and Intelligence Community agencies need to build custom image classification, video recognition, natural language processing and sentiment analysis tools. The presentation also provided a live demonstration of training an interactive data model.
About the EC Tech Talk Series
The Tech Talk Series is an employee-led platform dedicated to EC’s core value of continual learning. These talks aim to cover a broad range of technology-based topics to promote the sharing of best practices and ideas across EC’s project teams.