https://github.com/longnguyen010203/zillow-home-value-prediction

🌈📊📈 The Zillow Home Value Prediction project employs linear regression models on Kaggle datasets to forecast house prices. 📉💰Using Apache Spark (PySpark) within a Docker setup enables efficient data preprocessing, exploration, analysis, visualization, and model building with distributed computing for parallel computation.
https://github.com/longnguyen010203/zillow-home-value-prediction

analysis apache-spark distributed-computing docker docker-compose feature-engineering jupyter-notebook jupyterlab linear-regression machine-learning models parallel-computing prediction-model preprocessing pyspark visualization

Last synced: 3 months ago
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🌈📊📈 The Zillow Home Value Prediction project employs linear regression models on Kaggle datasets to forecast house prices. 📉💰Using Apache Spark (PySpark) within a Docker setup enables efficient data preprocessing, exploration, analysis, visualization, and model building with distributed computing for parallel computation.

• Host: GitHub
• URL: https://github.com/longnguyen010203/zillow-home-value-prediction
• Owner: longNguyen010203
• License: other
• Created: 2024-05-17T22:10:33.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-05-21T07:18:48.000Z (8 months ago)
• Last Synced: 2024-09-29T07:02:31.120Z (3 months ago)
• Topics: analysis, apache-spark, distributed-computing, docker, docker-compose, feature-engineering, jupyter-notebook, jupyterlab, linear-regression, machine-learning, models, parallel-computing, prediction-model, preprocessing, pyspark, visualization
• Language: Jupyter Notebook
• Homepage:
• Size: 509 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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