My name is Soumyadeep Das and I am a student at Techno India University. In this project, I will be exploring a dataset related to House Price Prediction.This challenge is focused on house price prediction in India, where the goal is to accurately predict the prices of properties using 12 influencing factors. For this project, I have utilized the K-Nearest Neighbors (KNN) regression algorithm to predict house prices. This Project is Intel OneAPI optimized. r2 score:-0.89