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Introduction
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Classroom Contents
Lasso Regression with Tidymodels and The Office
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- 1 Introduction
- 2 Getting the data
- 3 Building the dataset
- 4 Building the data set
- 5 Separate rows
- 6 Putting it all together
- 7 Show Legend
- 8 APIs
- 9 Test split
- 10 Update Role
- 11 Workflow
- 12 Lasso fit
- 13 Grid function
- 14 Grid metrics
- 15 Error bars
- 16 Visualization
- 17 Finalisation
- 18 Final lasso
- 19 Variable importance
- 20 Reordering variables
- 21 Rerendering
- 22 Testing
- 23 Conclusion
