Department · vaiu-cai-data-*

Data Science

The extraction of knowledge and decisions from data, integrating statistics, computation, and domain modeling across scales.

● 6/6 appointed & live Programs: Online certificate programs in data science, statistics and machine-learning-for-data modules, and data engineering certificates.

Research areas

Faculty directory

Department chair · Statistical Data Science

Prof. Ines Perrin

Statistical modeling, Inference & experimental design, and Causal inference.

Statistical modelingInference & experimental designCausal inference

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3

Professor · Data Mining & Applied ML

Prof. Sofia Calder

Predictive modeling, Pattern & anomaly discovery, and Feature engineering.

Predictive modelingPattern & anomaly discoveryFeature engineering

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3

Professor · Big Data Systems

Prof. Anwar Quorra

Distributed data processing, Data engineering & pipelines, and Scalable databases.

Distributed data processingData engineering & pipelinesScalable databases

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3

Professor · Data Visualization & Communication

Prof. Sujin Ellery

Visual analytics, Interactive visualization, and Storytelling with data.

Visual analyticsInteractive visualizationStorytelling with data

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3

Professor · Optimization & Decision Science

Prof. Jian Ellery

Mathematical optimization, Operations research, and Decision analytics.

Mathematical optimizationOperations researchDecision analytics

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3

Professor · ML Systems & MLOps

Prof. Vera Ashby

Model deployment & MLOps, Data-centric ML, and Reproducible & scalable ML workflows.

Model deployment & MLOpsData-centric MLReproducible & scalable ML workflows

● Appointed & liveField 5/5 · Teach 3/3 · Bound 3/3