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Predicting Home Values: A Full Data Science Project Walkthrough

2025-05-25

Table of Contents

  • 1. Problem Definition
  • 2. Data Collection
  • 3. Data Cleaning
  • 4. Data Exploration (EDA)
  • 5. Feature Engineering
  • 6. Modelling
  • 7. Evaluation
  • 8. Interpretation and Communication
  • 9. Deployment
  • 10. Monitoring and Maintenance
  • Conclusion
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Table of Contents

  • 1. Problem Definition
  • 2. Data Collection
  • 3. Data Cleaning
  • 4. Data Exploration (EDA)
  • 5. Feature Engineering
  • 6. Modelling
  • 7. Evaluation
  • 8. Interpretation and Communication
  • 9. Deployment
  • 10. Monitoring and Maintenance
  • Conclusion

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