Houses price prediction web app

College project on Breast Cancer Analysis and Prediction using ML

Predicting employee turnover within a company and it periodically evaluates employees' work details including the number of projects they worked upon, average monthly working hours, time spent in the company, promotions in the last 5 years, and salary level

jupyter notebooks showcasing Machine Learning models

We implemented Linear Regression from scratch using the Normal Equation method and compared it with sklearn's implementation. The analysis demonstrates how Linear Regression fits a line to minimize squared errors between predictions and actual values. We visualized the regression line, analyzed residual plots to check model assumptions.

Final project Of machine learning Nanodegree (Unsupervised Learning)

Health care analytics to predict the occurrence of cardio vascular diseases