Data Science Projects
Explore hands-on practical projects designed to give you real-world experience in Data Science.
End-to-End EDA and Statistical Analysis
Hands-on ProjectPerform comprehensive exploratory data analysis on a real business dataset. Apply statistical tests, build correlation analysis, create compelling visualizations, and produce a data-driven business insights report.
ML-Powered Business Prediction Model
Hands-on ProjectBuild a production-ready ML model for a business problem (churn, fraud, demand forecasting). Include complete pipeline: data ingestion, EDA, feature engineering, model training, evaluation, and Flask API deployment.
NLP Text Analysis Project
Hands-on ProjectBuild a sentiment analysis or text classification system using Python NLP libraries and BERT transformers. Train on a real review or social media dataset and deploy as a REST API.
Capstone Data Science Project
Capstone ProjectEnd-to-end data science project: choose a real-world problem, collect and clean data, perform EDA, build and optimize ML models, create visualization dashboard, write business report, and deploy solution.