Data Science is the process of collecting, analyzing, and interpreting large amounts of data to uncover meaningful insights.
It combines programming, statistics, and machine learning to solve real-world problems.
Students learn how to handle datasets, visualize results, and make data-driven decisions.
This field opens opportunities in AI, analytics, business intelligence, and automation.
| S.NO | PROJECT NAME | YEAR |
|---|---|---|
| 1 | Optimizing Decision Tree for House Price Prediction in Chennai Using Data Classification Techniques | 2025 - 2026 |
| 2 | Modelling and Hashtag Classification for Enhanced Content Discovery | 2025 - 2026 |
| 3 | Transparent Model Interpretability for Skin Disease Diagnosis with Support Vector Machines and Random Forest | 2025 - 2026 |
| 4 | Predicting Economic Recovery of Financial Systems After Recession Using Regression Trees | 2025 - 2026 |
| 5 | Context-Aware Fake News Classification Using Deep Learning and Naive Bayes | 2025 - 2026 |
| 6 | User Based Collaborative Filtering for E-Commerce Recommendations Using Singular Value Decomposition | 2025 - 2026 |
| 7 | Market Trend Analysis for Smart Watches with LSTM and Genetic Algorithm Integration | 2025 - 2026 |
| 8 | Identifying High-Risk Employees for Attrition Using Decision Trees and HR Analytics | 2025 - 2026 |
| 9 | Real-Time Facial Emotion Detection System Using Optical Flow and Logistic Regression | 2025 - 2026 |
| 10 | Time Series Analysis of Predictive Accuracy in Flight Price Prediction Based on Airline Specific Features Using Random Forest Regressor | 2025 - 2026 |
| 11 | Early Detection of Osteoporosis Using Genetic Algorithms and Support Vector Machines | 2025 - 2026 |
| 12 | Gender Specific Age Group Classification in Machine Learning Using Deep Learning Techniques | 2025 - 2026 |
| 13 | Enhancing Third Party Administrator Efficiency with Expectation Maximization | 2025 - 2026 |
| 14 | Analyzing Blog Post Structure and Formatting Using NLP and Data Visualizations | 2025 - 2026 |
| 15 | Analyzing Composting Potential from Organic Waste Trends | 2025 - 2026 |
| 16 | Association Rule Mining for Drink Quality Prediction Using Machine Learning Algorithm | 2025 - 2026 |
| 17 | Real-Time Number Plate Recognition for Traffic Surveillance Using Image Processing and Optical Character Recognition | 2025 - 2026 |
| 18 | Predicting Mobile Purchase Fraudulent Behavior Based on Historical Transactions Using Naive Bayes | 2025 - 2026 |
| 19 | Integrating Angular Reflection for Enhanced Bitcoin Market Trend Predictions | 2025 - 2026 |
| 20 | Personalized Body Mass Index Prediction with Polynomial Regression and Bayesian Hyper Parameter Optimization | 2025 - 2026 |
| 21 | Dynamic Forecasting of Food Donation Needs Using Sequence Clustering of Community Events | 2025 - 2026 |
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