MACHINE LEARNING
ANALYSIS AND PREDICTIONS IN THE SERVICE OF AI
Machine learning is a field of artificial intelligence cthat deals with analyzing tabular data to make predictions. Information is learned from large amounts of data to make predictions and monitor activities. At the corporate level, machine learning is a necessary service to predict trends and possible risk indices.
SECURE YOUR BUSINESS, MAKE PREDICTIONS AND MONITOR TRENDS WITH MACHINE LEARNING
We start by detailing the customer's need to study the data they have. We then perform an EDA (Exploring Data Analysis) with a preliminary study to analyze the relationships between the features of the dataset. Voting, Regression or Classification algorithms are then chosen, depending on the desired output. This is followed by the commissioning of production for the client and, depending on the algorithm used, a process management platform is developed for the client.
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THE CASE STUDY
A client needed to determine the optimal locations for Fixed Wireless Access (FWA) antennas in a specific area to assess network coverage. They commissioned Eagleprojects to research the number of addresses within 875 geographic areas.
The Research and Development team implemented an innovative approach using geocoding.
Through a custom-developed machine learning algorithm, the team delivered data on 320,000 addresses to the client in a short time frame and entirely automatically.
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