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Project Ideas for Doctor of Philosophy in Data Science

Theory and practice of extracting insight from complex data.

🏛 Introduction

UC’s PhD in Data Science advances statistical, computational, and ethical foundations for high-impact analytics across domains.

💡 Suggested Project Titles

Real-time anomaly detection in streaming IoT data using online clustering

Differential-privacy generator producing synthetic census microdata

Deepfake detection model fusing multimodal forensic cues

Causal inference of remote learning policies on student outcomes

Graph analytics identifying misinformation super-spreaders

Reinforcement-learning engine optimizing battery dispatch in microgrids

AutoML framework tuning protein-folding predictors

Fairness audit of lending algorithms across demographics

Time-series forecasting of electricity demand under extreme weather

White paper on governance standards for reproducible AI research

University of California – PhD in Data Science

Transform data into knowledge with UC’s computation-rich PhD.

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