Python implementaion of missing value imputation using K-Nearest-Neighbour and Weighted K-Nearest-Neighbour

Data Science Project from DataCamp

The detection of tumours in the breast depends on segmentation techniques. Segmentation plays a significant role in image analysis and includes detection, feature extraction, classification, and treatment. Segmentation helps physicians quantify the volume of tissue in the breast for treatment planning.

House price prediction on the Boston Housing dataset using Linear Regression with StandardScaler feature scaling. Includes correlation heatmap, residual analysis, actual vs predicted visualisation, and feature importance chart.Data leakage prevented by fitting scaler on train set only.