Machine Learning (ML) is a field of Artificial Intelligence that teaches computers to identify patterns and make intelligent decisions from data without being explicitly programmed. It focuses on algorithms like regression, classification, and clustering to solve real-world problems. Students learn data preprocessing, model training, evaluation, and optimization. ML skills are highly valuable in automation, predictive analytics, robotics, and modern AI-driven industries.
| S.NO | PROJECT NAME | YEAR |
|---|---|---|
| 1 | Machine Learning Techniques for T20 Cricket Final Score Forecasting with Ridge Regression | 2025-2026 |
| 2 | Enhanced Mammogram Image Segmentation for Breast Cancer Detection Using Probabilistic Neural Network | 2025-2026 |
| 3 | Improving Accuracy in Face Attendance Identification with K-Nearest Neighbour Algorithm and Data Augmentation for Machine Learning Techniques | 2025-2026 |
| 4 | Crop Compatibility Analysis for Vertical Farming Using Apriori Algorithm | 2025-2026 |
| 5 | Crowd Density Analysis for Social Distance Enforcement Using Convolutional Neural Network Algorithms and Spatial Distance Techniques | 2025-2026 |
| 6 | Real-Time Stock Price Prediction Using Streaming Data During Omicron Analysis | 2025-2026 |
| 7 | Leveraging Clustering Algorithms to Detect Patterns in Software Bugs for Enhanced Debugging Efficiency | 2025-2026 |
| 8 | Real Time Crime Prediction Using Supervised Learning Algorithm and Convolutional Neural Networks Techniques for Surveillance Data Analysis | 2025-2026 |
| 9 | Early Detection of Kidney Stones Using K Nearest Neighbors with Data Preparation Techniques | 2025-2026 |
| 10 | Optimizing House Tax Prediction Using Random Forest Regressor Algorithm and GridSearchCV for Regularization Techniques | 2025-2026 |
| 11 | Classification of High-Risk Patients for Priority Scheduling Using AdaBoost | 2025-2026 |
| 12 | Analysing Eye and Face Detection for Interactive Education Based on Haar Cascade Classifier Algorithm and Image Processing Techniques | 2025-2026 |
| 13 | Predicting Reservation in Aero Systems Using AdaBoost and Classification Techniques | 2025-2026 |
| 14 | Multiclass Currency Authentication Using Support Vector Machine Algorithm and Classification Techniques of Oriented Gradients | 2025-2026 |
| 15 | Nutritional Content Estimation in Agricultural Products Using Spectroscopy and Support Vector Machines Algorithm | 2025-2026 |
| 16 | Sentiment Analysis of YouTube Comments Using Natural Language Processing Algorithm and Video Content Feedback | 2025-2026 |
| 17 | Predicting Optimal Course Pathways for Bridge Course Students Using Classification Algorithms | 2025-2026 |
| 18 | Data Mining Techniques for Enhancing K-Means Clustering in MRI Lung Analysis | 2025-2026 |
| 19 | Predictive Analytics for OnePlus Stock Prices Using Optimization Algorithm and Smart Contracts | 2025-2026 |
| 20 | Prediction Face Recognition for Personal Identification in Public Systems Using K-Nearest Neighbor Algorithm and Grayscale Techniques | 2025-2026 |
| 21 | Predicting Customer Subscription Based Reservation Systems Using Artificial Intelligence and Machine Learning Techniques | 2025-2026 |
Photo Gallery
