Artificial Intelligence (AI) is the science of creating intelligent systems that can think, learn, and make decisions like humans. It combines computer science, mathematics, and data analysis to build applications such as chatbots, image recognition, and speech processing. Students learn about neural networks, natural language processing, and automation. AI technology powers innovations in robotics, healthcare, finance, and smart devices across industries.
| S.NO | PROJECT NAME | YEAR |
|---|---|---|
| 1 | Behavioural Segmentation of Credit Card Users Based on Transaction History Using Logistic Regression and Balanced Sampling | 2025-2026 |
| 2 | Predictive Analytics for Hypoglycemia Events Using Machine Learning Algorithm | 2025-2026 |
| 3 | Surveying Annual Pay Scale Trends Using Machine Learning with Time Series Forecasting and Data Preprocessing Techniques | 2025-2026 |
| 4 | Sentiment Analysis of Twitter Data Using Multinomial Naive Bayes Classification | 2025-2026 |
| 5 | Dynamic Virtualization Resource Allocation Model for Cloud Brokers Using K Nearest Neighbors | 2025-2026 |
| 6 | Machine Learning and Naive Bayes Classification for Job Recommendations Aligned with Industry Trends | 2025-2026 |
| 7 | Analysing Helmet Detection in Traffic Safety Monitoring Systems Using Local Binary Pattern Histogram Algorithm and Global Thresholding Techniques | 2025-2026 |
| 8 | Feature Selection and Ensemble Techniques for Improved Heart Disease Prediction | 2025-2026 |
| 9 | Deep Neural Network Algorithm Based Object Detection and Distance Estimation for Autonomous Vehicles | 2025-2026 |
| 10 | Real-Time Sketch Recognition and Image Retrieval Using Lightweight Siamese Networks | 2025-2026 |
| 11 | Optimizing Transaction Mining Efficiency with Advanced Proof of Work Algorithms in Blockchain Technology | 2025-2026 |
| 12 | Identifying Predictors of Academic Success in Higher Education Through Machine Learning to Inform Counseling Interventions | 2025-2026 |
| 13 | Long Term Mutual Fund Investment Strategies Using Machine Learning and Trend Analysis | 2025-2026 |
| 14 | Sentiment Analysis of Movie Reviews Using Clustering Techniques and Classification Algorithms | 2025-2026 |
| 15 | Deep Learning for Enhanced Course Clustering and Recommendation Using Cosine Similarity | 2025-2026 |
| 16 | Forecasting the Risk-Return Trade-Off of Mutual Funds Using Linear Regression | 2025-2026 |
| 17 | Optimizing Decision Tree for House Price Prediction in Chennai Using Data Classification Techniques | 2025-2026 |
| 18 | Modelling and Hashtag Classification for Enhanced Content Discovery | 2025-2026 |
| 19 | Transparent Model Interpretability for Skin Disease Diagnosis with Support Vector Machines and Random Forest | 2025-2026 |
| 20 | Predicting Economic Recovery of Financial Systems After Recession Using Regression Trees | 2025-2026 |
| 21 | Context-Aware Fake News Classification Using Deep Learning and Naive Bayes | 2025-2026 |
| 22 | User Based Collaborative Filtering for E-Commerce Recommendations Using Singular Value Decomposition | 2025-2026 |
| 23 | Market Trend Analysis for Smart Watches with LSTM and Genetic Algorithm Integration | 2025-2026 |
| 24 | Identifying High-Risk Employees for Attrition Using Decision Trees and HR Analytics | 2025-2026 |
| 25 | Real-Time Facial Emotion Detection System Using Optical Flow and Logistic Regression | 2025-2026 |
| 26 | Time Series Analysis of Predictive Accuracy in Flight Price Prediction Based on Airline Specific Features Using Random Forest Regressor | 2025-2026 |
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