Data Science

GENERATE VALUE BY MINING THE TREASURE TROVE OF YOUR DATA WITH ADVANCED TECHNIQUES THAT DRAW OUT VALUABLE INSIGHTS.

It is certainly possible to make the right business decisions without advanced analytics, but that cedes a large amount of control to luck and intuition.

We believe in data…it’s That simple. These days, data collection is everywhere, from grocery stores to social feeds, to airfare pricing. Our digital (and physical) worlds have never been so measurable. And yet, most organizations do not fully realize this, failing to reach their real potential.

We work collaboratively with your organization to understand your needs and create actionable data models, handing you the tools to properly execute on these insights.

 

FIELDS OF EXPERTISE

Machine Learning – Regression, Classification, K Nearest Neighbors (KNN), Support Vector Machine (SVM), KD-Tree, K-means, Decision tree, Random Forest
Feature Engineering – Vectorization, Locality Sensitive Hashing (LSH), Singular Value Decomposition (SVD), Principal Component Analysis (PCA), Principal Component Analysis (PCA), Text Transformation (TF-IDF)
Optimization & Evaluation – Hyper parameter Tuning, F-measure, Gradient Descent, Ensemble & Boosting, Log-loss, Precision-Recall