Northwestern’s MS in Analytics condenses a PhD-level tool-kit—statistical learning, optimization, time-series forecasting, and cloud-scale data engineering—into an intensive three-quarter sprint. Industry practicums embed students in cross-functional teams at leading firms such as Allstate, Abbott, and the Chicago Cubs, delivering board-ready models that unlock millions in value. A parallel leadership seminar sharpens client-facing communication, ethics of algorithmic equity, and product-management acuity.
Predict hospital readmissions with gradient-boosting and SHAP explainability
Optimize dynamic surge pricing for ride-sharing fleets via reinforcement learning
Deploy real-time anomaly detection on streaming IoT turbine sensors
Forecast SKU-level demand with Prophet and hierarchical Bayesian models
Cluster social-media engagement to refine micro-influencer targeting strategy
Build a computer-vision pipeline classifying recycling contamination on conveyor belts
Quantify impact of paywall tweaks on digital-news subscriber LTV using uplift modeling
Design a fairness audit of mortgage algorithms for disparate-impact compliance
Develop an NLP pipeline extracting adverse-event signals from clinical notes
Construct a graph-analytics engine revealing supply-chain fragility nodes
Create a Monte Carlo simulator optimizing hedge ratios for carbon futures
Implement automated feature-store architecture for MLOps at scale
Visualize city mobility patterns with kepler.gl to inform transit-equity policy
Prototype an AutoML dashboard enabling marketers to A/B test creatives overnight
Run sentiment-volatility co-integration studies on crypto-asset Twitter chatter
Master advanced analytics and drive data-powered decisions across industries.
Whether it's Machine Learning, Data Science, or Web Development, Collexa is here to support your academic journey.
"Collexa transformed my academic experience with their expert support and guidance."
Computer Science Student
Reach out to us for personalized academic assistance and take the next step towards success.
