CoStrategix to Present at the UC Analytics Data Science Symposium 2022

CoStrategix is excited to be a presenter at the University of Cincinnati’s Data Science Symposium. The symposium focuses on analytics and data science content to support the growth and development of analytics efforts in business, government and non-profit organizations.


The Summit will take place in person on Tuesday, Nov. 8, 2022, 7:30 am – 6:00 pm at the Carl H. Lindner College of Business. Click here for more information or to register. Clients and friends of CoStrategix can benefit from a discounted rate for the symposium, so feel free to contact us.

The topic of our presentation is:

The Sounds of Silence: Reducing Noise One Iteration at a Time with Transfer Learning and Synthetic Data
Much research is dedicated to novel deep learning architectures and complex feature engineering approaches to improve performance in deep learning models for NER (named entity recognition) tasks. However, the research devotes less attention to the everyday challenges when your data is just plain “meh.” The majority of text data generated in real-world applications is quite messy. Transforming the mess into large amounts of high-quality, labeled training data may not be feasible given budget or time constraints. In this presentation, we’ll demonstrate the results of addressing noise by varying the training data utilized for a NER machine learning pipeline effectively side-stepping these constraints.

As a firm that specializes in digital and data strategy and execution, CoStrategix is excited to both learn from the esteemed presenters and share its own experiences. Click here to learn more about CoStrategix’s data and analytics services portfolio.

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