https://github.com/chaitanyac22/house-price-prediction-project-for-a-us-based-housing-company
The goal of this project is to garner data insights using data analytics to purchase houses at a price below their actual value and flip them on at a higher price. This project aims at building an effective regression model using regularization (i.e. advanced linear regression: Ridge and Lasso regression) in order to predict the actual values of prospective housing properties and decide whether to invest in them or not.
https://github.com/chaitanyac22/house-price-prediction-project-for-a-us-based-housing-company
advanced-linear-regression business-analytics data-analysis data-cleaning data-manipulation data-visualization exploratory-data-analysis feature-engineering lasso-regression linear-regression machine-learning model-building model-evaluation prediction-model python3 regularization rfe ridge-regression statistics
Last synced: about 1 month ago
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The goal of this project is to garner data insights using data analytics to purchase houses at a price below their actual value and flip them on at a higher price. This project aims at building an effective regression model using regularization (i.e. advanced linear regression: Ridge and Lasso regression) in order to predict the actual values of prospective housing properties and decide whether to invest in them or not.
- Host: GitHub
- URL: https://github.com/chaitanyac22/house-price-prediction-project-for-a-us-based-housing-company
- Owner: ChaitanyaC22
- License: mit
- Created: 2021-03-11T12:44:05.000Z (about 4 years ago)
- Default Branch: chai_main
- Last Pushed: 2021-07-09T18:30:39.000Z (almost 4 years ago)
- Last Synced: 2025-02-01T12:13:19.507Z (3 months ago)
- Topics: advanced-linear-regression, business-analytics, data-analysis, data-cleaning, data-manipulation, data-visualization, exploratory-data-analysis, feature-engineering, lasso-regression, linear-regression, machine-learning, model-building, model-evaluation, prediction-model, python3, regularization, rfe, ridge-regression, statistics
- Language: Jupyter Notebook
- Homepage:
- Size: 3.97 MB
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0