Project Ideas for Bachelor of Science in Data Science

Customer churn prediction using logistic regression models

Visualization of crime trends using interactive Tableau dashboards

Building a movie recommendation engine with collaborative filtering

Time series forecasting of stock market indices using ARIMA

Developing a classification model for spam email detection

Analyzing social media sentiment during political elections

Designing a real-time analytics dashboard for traffic congestion

Predicting diabetes onset using health record datasets

Clustering consumer segments for targeted marketing

Creating a search engine for academic publications using NLP

AI-based resume screening tool for HR recruitment systems

Evaluating feature importance in credit scoring models

Detecting fraudulent online transactions using anomaly detection

Analysis of NFL game statistics for performance optimization

Forecasting hospital emergency department demand

Real-time weather prediction using ensemble models

Building an AI chatbot for student academic advising

Scraping and analyzing e-commerce reviews for trend insights

Mapping COVID-19 impact on U.S. states using open datasets

Ethical implications of algorithmic bias in predictive policing