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Project Ideas for Bachelor of Science in Data Analytics

A technical and interdisciplinary BS combining statistics, computer science, and domain knowledge to extract insights from data.

🏛 Introduction

Ohio State University’s BS in Data Analytics prepares students to address complex, data-driven problems across domains such as business, health, social science, and natural science. The program emphasizes quantitative reasoning, programming, statistical modeling, and ethical data handling. Students gain hands-on experience with data wrangling, machine learning, visualization, and predictive analytics using tools like Python, R, and SQL. With opportunities to specialize in areas like biomedical informatics or business analytics, students are equipped for careers as data scientists, analysts, or researchers in both industry and academia.

💡 Suggested Project Titles

Predictive model for student performance using LMS data

Churn analysis for a subscription-based e-commerce company

Sentiment analysis of political tweets across US states

Dashboard visualizing COVID-19 trends by region

Crime data heatmap using open police department records

Sales forecasting using time series analysis and ARIMA

Analysis of user engagement metrics for mobile apps

Credit risk scoring using logistic regression

Exploration of global climate data and anomaly detection

Bias detection in job advertisement datasets

Data storytelling project on homelessness and housing trends

ML-powered recommendation engine for OSU library books

Healthcare cost prediction using linear and tree-based models

Interactive map showing college affordability by region

Survey data analysis for mental health trends among teens

NBA player performance clustering using k-means

Streaming data pipeline with Kafka and Spark

Optimization of university class scheduling with historical data

Capstone: building a business intelligence tool for a nonprofit

Ethical analysis of algorithmic bias in predictive policing

Ohio State University – BS in Data Analytics

Extract meaning, make predictions, and drive decisions with OSU’s cutting-edge Data Analytics degree.

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