https://github.com/nneji123/california-house-price-prediction
House Price Prediction of the California Dataset from Scikit Learn
https://github.com/nneji123/california-house-price-prediction
Last synced: about 2 months ago
JSON representation
House Price Prediction of the California Dataset from Scikit Learn
- Host: GitHub
- URL: https://github.com/nneji123/california-house-price-prediction
- Owner: Nneji123
- Created: 2022-05-04T17:11:10.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-05-05T17:04:24.000Z (over 3 years ago)
- Last Synced: 2025-03-02T01:33:34.234Z (8 months ago)
- Language: Jupyter Notebook
- Size: 2.22 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
Awesome Lists containing this project
README
# California House Price Prediction
## Goal
In this project I perfomed exploratory data analysis and developed a predictive model on the California Housing Dataset provided in the Scikit Learn Library. I used Google Colab to carry out this project.
## Libraries Used
1. Pandas
2. Numpy
3. Seaborn
4. Matplotlib
5. Plotly
6. Scipy
7. Scikit Learn
## Algorithms Used
1. Linear Regression
2. MSE
3. RMSE
4. R-Squared Evaluation
#
I wrote a detailed article on my blog on how I carried out this project which can be found here: https://ifeanyinneji.hashnode.dev/california-house-price-prediction