Department · vaiu-cai-data-*
The extraction of knowledge and decisions from data, integrating statistics, computation, and domain modeling across scales.
Research areas
Faculty directory
Department chair
Statistical Data Science
Statistical modeling, Inference & experimental design, and Causal inference.
Professor
Data Mining & Applied ML
Predictive modeling, Pattern & anomaly discovery, and Feature engineering.
Professor
Big Data Systems
Distributed data processing, Data engineering & pipelines, and Scalable databases.
Professor
Data Visualization & Communication
Visual analytics, Interactive visualization, and Storytelling with data.
Professor
Optimization & Decision Science
Mathematical optimization, Operations research, and Decision analytics.
Professor
ML Systems & MLOps
Model deployment & MLOps, Data-centric ML, and Reproducible & scalable ML workflows.