Housing Prices Prediction

• The aim of this project is to build a Machine Learning model which will predict Median Value of housing prices of California using the california census data. the data has a metrics such as population, median income, median housing prices and so on. The model able to predict the prices with RMSE - 47K. this Project Also Consist of Various Machine Learning Pipelines and Algorithms include Linear Regression, Support Vector Machines Regressor, Random Forest, etc

Steps:

• Data Wrangling
• Feature Engineering
• Data Visualization
• Random Forest Regressor
• Linear Regression
• Support Vector Machines
• Fine-tune your Model

Data Sources : Housing Prices Dataset

Reference Book :

hands-on machine learning with scikit-learn and tensorflow 2nd edition

My contact info : karansharma4336@gmail.com

by Karan Sharma - Feb 2021