Data Mining and Machine Learning
BITS specialize in finding solutions using cutting edge machine learning and data mining techniques. Our professionals have built analytics engines and predictive models for forecasting and sentiment analysis. BITS also built OCR and ICR applications to convert images of forms to structured text. A lot of our models are created using modern deep learning methods, including convolutional neural networks.
We particularly specialize supervised learning using ensemble learning approaches, boosting, bootstrap aggregating, and cross validation techniques. To fully automate the process, we often implement online machine learning models.