The B.S. in Business Analytics at UPenn prepares students to transform business performance using data science, AI, and decision-making frameworks. These projects are grounded in practical applications across sales, operations, and finance.
Customer Segmentation Using K-Means Clustering for Retail Chains
Sales Forecasting Using Time Series and ARIMA Models
Churn Prediction Model for Subscription-Based Services
Marketing Campaign Optimization Using A/B Testing
Supply Chain Demand Forecasting Using Machine Learning
Sentiment Analysis on Product Reviews for Brand Monitoring
Predictive Analytics in Insurance Claim Approvals
Pricing Strategy Optimization Using Regression Techniques
Building a Data Dashboard for Real-Time Business Metrics
Credit Risk Assessment Using Decision Trees
Inventory Management Using Monte Carlo Simulation
Social Media Analytics for Influencer Campaigns
Operational Efficiency Assessment Using BI Tools
Revenue Forecasting for Seasonal Products
Analyzing Customer Lifetime Value in E-Commerce
Collexa assists business analytics students with data modeling, dashboard creation, BI tools, Python/R analysis, and end-to-end project design support.
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