UNC’s one-year STEM MSDS trains data scientists to deploy cloud-native pipelines, generative AI, and causal-inference techniques in domains from fintech to climate analytics. Students spin up Kubernetes clusters in minutes, apply SHAP to unpack black-box models, and practice stakeholder storytelling in the Data-Viz Studio. A required Ethics Sprint challenges cohorts to mitigate algorithmic harms in live projects.
Graph neural-network predicting power-grid failure cascades
Real-time anomaly detection in streaming IoT sensor data
Generative LLM fine-tuned for grant-writing assistance
Causal-impact study of stimulus checks on local spending
Synthetic-data generator improving fraud-detection training sets
Dashboard tracking ESG metrics for SME supply chains
Edge-AI model optimizing irrigation schedules in precision agriculture
Quantum-computing exploration of portfolio optimization
Benchmark dataset and fairness audit for facial-recognition APIs
Policy white paper on data trusts for smart-city governance
Automated MLOps pipeline with drift monitoring and CI/CD
Shiny app visualizing historical redlining and loan approvals
Master end-to-end ML pipelines and ethical insight to drive data-driven impact.
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.
