Predictive Modelling and Optimization
Predictions
Leverage your own or publicly available data records to make better-informed decisions. We offer building predictive models that can deal with:
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Regression
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Classification
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Time Series Forecasting
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Recommendation Systems
Process Optimization
Get the most out of your process subject to constraints. We offer mathematical optimization using off-the-shelf tools and/or custom built methods tailored to your particular problem.
Segmentation and Clustering
Discover distinct groups and/or underlying patterns in your data. We offer help with common clustering problems such as customer segmentation, association rules (support, lift, confidence), correlation , and anomaly detection.
Machine Learning Optimization
Improve your existing model's performance. We offer help with common problems such as over- and underfitting, feature engineering, model selection and tuning.