Project Ideas for Master of Science in Data Analytics

Developing a COVID-19 case forecasting model using time-series and mobility data

Sentiment analysis of financial news and its correlation with stock volatility

Clustering crime data to identify spatial patterns in urban policing strategies

Predictive maintenance system for manufacturing equipment using sensor logs

Designing a real-time analytics dashboard for environmental quality monitoring

Building a fraud detection pipeline for e-commerce using supervised learning

Analyzing patient hospital stay data to predict readmission risks

Anomaly detection in credit card transactions using unsupervised models

Developing a hybrid recommendation engine combining collaborative and content filtering

Text classification system for legal document automation

Creating a data lake and processing architecture on AWS for a large retail chain

Studying voter sentiment shifts using Twitter and Reddit election discussions

Data ethics review: analyzing algorithmic bias in predictive policing tools

Forecasting energy demand for smart grid applications using regression models

Analyzing supply chain delays using network modeling and queuing theory

Time-series modeling of cryptocurrency price trends using LSTM networks

Designing a chatbot using transformer-based language models for student advising

Real-time classification of customer support tickets for automated routing

Combining structured and unstructured health records for disease progression modeling

Building a career path prediction model using LinkedIn profile scraping