Through our experience we have amassed a collection of data science tools and algorithms that help us leverage data and transform your organization.
Machine learning offers organizations the ability to glean complex insights from a variety of data types, sources, and structures. Our services include designing, implementing, and deploying prediction approaches (Deep Neural Networks, Xtreme Gradient Boosting, Random Forests, and much more), Clustering (KMeans, DBSCAN, Optics, Hierarchical Clustering), data mining (anomaly detection, Association rules (Apriori), Dimension Reduction, Ranking).
Sifting and sorting through endless document for meaning and insight has led to powerful datasets and financially inspiring organizational insights. Our natural language processing techniques including contextual analysis (BERT, ELMO, ALBERT, RoBERTA), semantic similarity (word2vec, GloVe), named entity relationship, and text classification provide these results.
Star Trek says space is the final frontier - perhaps. But knowing the environment you operate in is crucial for success. Our experience with Geographic Information System (GIS), spatial interpolation approaches (Kriging, IDW, and B-Spline Spatial Interpolation), spatial economics (Spatial Autoregressive Model, Spatial Simultaneous Error Model, Lagrange Multiplier), point pattern analysis, and contagion models we can shed light onto your environment and ultimately direct your success.
Sometimes your interested in validating your hypotheses. Using a variety of statistical testing techniques our approaches can shed light onto your burning questions.
Bayesian statistics are a powerful tool to evaluate decisions or conclusions.
Image recognition, classification, and object detection present opportunities to improve image based decision making. We do this through a variety of approaches including convolution neural networks.
Customers have questions, you have answers. Display the most frequently asked questions, so everybody benefits.