Estimada Morada

Regression model used to estimate prices of real estate in Natal-RN, Brazil.

Quick-start

The notebook with the step-by-step and final result is available here

Introduction

• The DataSet used was collected using Web Scraping methods in public data.
• The Notebook explaining the step by step is in the folder end2end.

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Summary of Contents

The following topics are covered in this Notebook:

• Web Scrapping
• Data Engineering
• E.D.A.
• Scikit-learn
  • Pipeline
  • Models
  • Cross-validation
  • GridSearchCV / RandomSearchCV
  • Model Evaluation