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Problem Statement

House Price Prediction : Machine Learning model to predict house price using linear regression

Dataset

Dataset contains 7 columns and 5000 rows with CSV extension. The data contains the following columns :

Avg. Area Income : Avg. Income of householder of the city house is located in. Avg. Area House Age: Avg. Age of Houses in same city. Avg. Area Number of Rooms: Avg. Number of Rooms for Houses in same city. Avg. Area Number of Bedrooms: Avg. Number of Bedrooms for Houses in same city. Area Population: Population of city. Price: Price that the house sold at. Address: Address of the houses.