Businesses have more data at their fingertips than ever. Turning that data from applications, databases, IoT sensors, and machines into actionable insights, however, can be a challenge. DMC develops machine learning solutions that help optimize data collection and analyze information to identify patterns and improve decision-making. This can lead to efficiency gains that save time and reduce costs.
DMC has experience with the technologies and processes required to support successful machine learning (ML) projects. Our team works across data acquisition, transformation, cleansing, and modeling, applying appropriate algorithms to deliver meaningful results. As a Certified Microsoft Data and AI Partner, we support the full process, including application development, data integration, and analytics.
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DMC’s Machine Learning Process
Our team augments the process(es) you have in place and applies custom software as needed to capture and structure your data to support machine learning solutions. DMC has experience with data collection platforms, including Microsoft SQL Server and NoSQL databases, Microsoft Azure and Amazon Web Services cloud platforms, SCADA systems, National Instruments hardware, and more.
DMC then uses machine learning tools to apply appropriate algorithms that provide insights into your data. Using these predictive models, our team can help identify patterns in your data to support concrete business decisions. By applying machine learning algorithms and artificial intelligence, you can discover new opportunities to improve your business.
Machine Learning Key Features and Benefits
- Get insight into the data you already have
- Identify additional opportunities to collect and use big data
- Pinpoint exactly what you want to learn/see
- Make data-driven business decisions
- Improve processes to drive efficiency and savings
- Reduce high-dimensional data in order to simplify processing and improve understanding
Machine Learning Technologies and Platforms
DMC works with a range of tools and frameworks to support machine learning development and deployment:
Microsoft Azure Machine Learning
Python
Pandas
SciPy
scikit-learn
NumPy
Matplotlib
Keras
TensorFlow
MATLAB
Microsoft Cognitive Services
Microsoft Solutions Partner
DMC is a Microsoft Solutions Partner (formerly known as a Microsoft Gold Partner) and has received special recognition for expertise in delivering Cloud Productivity for Office 365, Cloud Platform for Azure, Application Development, SharePoint, and Business Intelligence solutions.
