Our monthly events feature presentations and discussions from local experts.
Our monthly newsletter features links to interesting articles, tutorials, and tools related to data science, analytics, and big data.
Data Works MD consists of professionals, students, and enthusiasts living and working in the Maryland area that are interested in topics related to data science, data analytics, data products, software engineering, machine learning, and other data engineering topics.
Register for one of our upcoming events!
October 17, 2020
Data science and machine learning techniques such as deep learning are already impacting healthcare in areas such as AI-assisted radiology, identifying rare diseases, and healthcare operation management. Join us in October to learn about the challenges and results of using deep learning for healthcare research.
November 7, 2020
Edge computing is a distributed computing model in which computing takes place near the physical location where data is being collected and analyzed, rather than on a centralized server or in the cloud. According to Gartner "91% of today’s data is created and processed in centralized data centers. By 2022 about 75% of all data will need analysis and action at the edge."
A geographic information system (GIS) is a framework for gathering, managing, and analyzing data. Rooted in the science of geography, GIS integrates many types of data. GIS data is used for a variety of purposes including mapping, urban planning, agriculture, and banking. Join us in October to learn how you can use Python to explore, analyze, and work with GIS data.
In partnership with TEDCO, we are featuring two speakers from the successful Maryland-based data-focused companies, Yet Analytics and Protenus. Protenus will be discussing how they built their Protenus Healthcare Compliance Analytics platform with a discussion on Random Forests. Yet Analytics will discuss the unique approach of their xAPI as a specification based in the world of semantic technology and talk about how xAPI is implemented for data simulation, analytics, and advanced visualization and reporting in the learning and training space.
As a field, we often hear about success stories. This is true in research, where a publishing incentive can pressure authors to focus on consistently exceeding state of the art results. It is also true in industry, where companies attempt to attract engineering talent by describing how impressive their production ML systems are. However, every practitioner here knows that in engineering and in ML, the road to success is paved with failures. The field of ML in production is new, and so has a lack of cautionary tales of things that can go wrong with models.
'Automate everything' is a key tenet of DevOps. Building a quality, automated infrastructure can be overwhelming and challenging, but with tools such as AWS, Terraform, and Ansible, one can build up a system that can both support the needs of the Sofware Engineers while maintaining the sanity of the DevOps Engineer.
This meetup featured two talks. Like many collectibles, comic books and graphic novels have a wide price trajectory. For a comic book business, the earlier you identify which items will rise or fall in price, the more you maximize your profits. The best course of action would be to purchase comics that are destined to appreciate in bulk from a distributor at wholesale prices. To do so, you need a way to identify which comics will appreciate in value. In the first talk, learn how to prdict how much a comic will appreciate when no longer available from the distributor. A
According to the American Society for the Prevention of Cruelty to Animals (ASPCA), approximately 6.5 million animals enter animal shelters in the United States each year, roughly half dogs and half cats. Only half of these animals get adopted, and about 25% of them are euthanized every year. Although some animals may be euthanized because they are dangerous, there are many innocent animals that lose their lives because they could not find a home. In this talk, learn what traits impact whether an animal will be adopted.
An understanding of psychology—specifically the psychology behind how users behave and interact with digital interfaces—is perhaps the single most valuable non-design skill a designer can have. The most elegant design can fail if it forces users to conform to the design rather than working within the “blueprint” of how humans perceive and process the world around them. Join Jon as he talks about this book Laws of UX, a guide that explains how you can apply key principles in psychology to build products and experiences that are more intuitive and human-centered.
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Erias Ventures was founded to serve its customers with an entrepreneurship mindset. We value taking action, having the courage to commit, and persevering through challenges and failures.
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Clarity Business Solutions specializes in providing practical Software Engineering and Technical Management services. We focus on supporting customers through strong business partnerships.
ClearEdge is a mission-driven technology thought leader grown out of the Intelligence Community that provides software engineering, big data, cloud, data analytics, and data science solutions and services. We are committed to exceeding our customer’s expectations by attracting and retaining top-tier engineers and experts.