Data Analytics Services
Industrial data analytics experts
Importance of data
We are data analytics experts and we are excited to help you with your industrial data needs.
Industrial data that is collected during operation must often be stored for subsequent analysis. Proper storage (e.g. on an AWS managed database) allows the customer to process the data to draw insights or run predictive machine learning algorithms. Data insight can often help to automate industrial processes or to mitigate risks.
This process typically starts with selecting the right data storage infrastructure and implementing data pre-processing routines such as cleaning and aggregation. In subsequent data post-processing, the data can be fed to a MATLAB/Python program to create reports or perform statistical IoT analytics. We often also apply more advanced machine learning algorithms to perform time series forecasting using Tensorflow and other machine learning platforms.
Evergreen Innovations has provided expertise in data analytics to many industrial projects. Please take a look at our projects page to find out more. Get in touch with us today to let us help you with your industrial data needs!
We are ready to solve your data challenges. Massive volumes of unstructured IoT data, no problem, we have seen it before and solved it through cloud-based database clusters. We have optimized SQL databases for multi-threading applications in AWS. SQLite has been a versatile solution for prototyping and embedded systems. Having an efficient, well-designed database leads to effective and fast data analytics.
TensorFlow is our library of choice for deep neural networks. We have developed convolutional neural networks for image recognition and recurrent neural networks for time series predictions. There is much more to machine learning than just deep neural networks, and we have the expertise to find the solution that is most suited to your application.
Matlab & Python
We have been using MATLAB and Python for almost two decades. MATLAB applications range from numerical modeling to hardware-in-the-loop (custom embedded or via Simulink coder). Python is our language of choice for data analytics. We love its simplicity for data analytics, wrangling, great visualization capabilities and powerful machine learning libraries. Check out some our machine learning and analytics blogs.
Industrial control development
Industrial control development is what we are experts at. We provide real-time control consulting services and implementation from edge to cloud. We design, build and test. We get enormous satisfaction when (not if!) we get things working.