https://github.com/lucasgmalheiros/pricing-housing-california

Price predictions over a dataset of housing data from the 1990 California sensus.
https://github.com/lucasgmalheiros/pricing-housing-california

Last synced: 2 months ago
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Price predictions over a dataset of housing data from the 1990 California sensus.

• Host: GitHub
• URL: https://github.com/lucasgmalheiros/pricing-housing-california
• Owner: lucasgmalheiros
• Created: 2024-03-22T23:07:47.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-22T23:32:57.000Z (about 1 year ago)
• Last Synced: 2025-01-28T09:47:44.927Z (4 months ago)
• Language: Jupyter Notebook
• Size: 1.63 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# California Housing Prices

Applying machine learning techniques to the [California Housing Prices dataset](https://www.kaggle.com/datasets/camnugent/california-housing-prices) to predict the prices of listed homes.

The challenge proposed in the book [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1492032646) requires exploratory analysis of data, application of preprocessing techniques, application, comparison of models, and improvement of parameters.

The analyses, discussions and results are available at [house-analysis](https://github.com/lucasgmalheiros/pricing-housing-california-/blob/main/house-analysis.ipynb).

![prices](https://github.com/lucasgmalheiros/pricing-housing-california-/assets/59576494/3330e396-7099-4d12-9240-81e59b4fbe31)