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Predict Housing Prices in Austin TX with Tidymodels and XGBoost

Predict Housing Prices in Austin TX with Tidymodels and XGBoost

Julia Silge via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Predict Housing Prices in Austin TX with Tidymodels and XGBoost

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  1. 1 Introduction
  2. 2 Data
  3. 3 Exploratory visualization
  4. 4 Plot Austin
  5. 5 Tokenization
  6. 6 Top Words
  7. 7 Linear models
  8. 8 Model tidy
  9. 9 Model words
  10. 10 Model shape
  11. 11 Data set
  12. 12 Filter by scale
  13. 13 Modeling
  14. 14 Feature Engineering
  15. 15 Running the model
  16. 16 Tuning the model
  17. 17 Tuning the model again
  18. 18 Results

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