This study examines regression analysis within Supervised Machine Learning, focusing on Simple Linear Regression (SLR) and Multiple Linear Regression (MLR). A practical implementation demonstrates the predictive relationship between study hours and grades. ...
Special thanks to Mega Satish for her meaningful contributions, support, and wisdom that helped shape this work. The core aim of this project is to take raw data, analyse it, and perform exploratory data analysis to clearly understand the underlying patterns. Using these insights, we build and train a Neural Network model to achieve accurate results. Finally, the complete system is deployed as a web application.