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Benefits
- Design Solutions with Proven Data Science Experts
- Deploy Maintainable Machine Learning Systems
- Make Better, More Profitable Decisions
- Achieve Immediate and Sustainable Return on Investment
- Receive Recommendations You Can Understand and Explain
Offerings
Our data scientists develop models that power the software, products, advanced analytics, and AI services we provide
Statistical Analysis
- Descriptive / Multivariate statistics
- Regression / Predictive / Cohort / Variance analysis
- Experimental design
- A/B testing
- Statistical classification
Optimization
- Linear / Non-linear / Mixed integer programming
- Genetic algorithms
- Sensitivity analysis
- Simulation
- Network optimization
Forecasting
- Extensive forecast library
- Pick-best methodology
- Forecast accuracy measurement
- Forecast accuracy expectation setting
Machine Learning (Unsupervised)
- Clustering
- Hierarchical clustering
- Apriori (Association rules for market basket analysis)
- Dimensionality reduction
- Anomaly and Novelty detection
Machine Learning (Supervised)
- Linear regression
- Logistic regression
- Decision trees
- Support vector machines
- Ensemble learning
- Neural networks
Price Elasticity
- Elasticity analysis
- Pricing revenue opportunity modeling
- Bayesian elasticity updates
- Hindsight elasticity analysis (of existing pricing)
Prescriptive Analytics
- Revenue Management / Recommender Systems
- Customer segmentation
- Price / Workforce optimization
- Customer churn analysis
- Anomaly detection
Don’t see what you’re looking for? Find out about our other services!
Use Cases
- Enterprice Revenue Management System
- Growth Analytics
- Price Optimization
- Procurement Optimization
- Product Bundling and Pricing
- Anomaly Detection
- Plant Utilization Optimization
- Workforce Planning Optimization
- Marketing Spend Optimization
- Customer Retention Management
- Predictive Maintenance
