Due Date Is Over
Due Date: 09-09-2024
UNIT-1 Basic Steps to built ML Model
Case Study based assignment- Follow the basic steps in creating the ML model
Face Recognition
Medical Imaging
Credit Card Fraud detection system
Predictive Maintenance System
Market Basket Analysis
Health care system
Weather Prediction
Cricket Score Prediction
Due Date Is Over
Due Date: 25-10-2024
2.CASE STUDY ON SUPPORT VECTOR MACHINE
A case study on Support Vector Machines (SVM) can delve into practical applications and theoretical insights of this powerful machine learning algorithm.
Due Date Is Over
Due Date: 28-10-2024
Case Study on Optimizing Classification Accur
This case study explores how the Random Forest algorithm enhances classification accuracy by combining multiple decision trees to reduce overfitting and improve predictive performance. It focuses on tuning hyperparameters, analyzing feature importance, and comparing Random Forest with other machine learning models to optimize results.
Due Date Is Over
Due Date: 31-10-2024
Customer Segmentation using K-Means Clusterin
This case study explores how K-Means clustering is applied to segment customers based on behavioral and demographic data. By identifying distinct customer groups, businesses can tailor marketing strategies, improve customer targeting, and enhance overall service offerings.
