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Box-Cox transformation

During this lesson, we will explore one of the most potent variable transformations called box-cox transformation, its formula, the advantage it holds, and a sample code snippet to implement this technique in your project.

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Introduction

Variable Types

Common Concerns in Datasets

Handling & Imputing Missing Values

Encoding Categorical Variables

Transforming Variables

Variable Discretization

Handling Outliers

Feature Scaling

Engineering Geospatial Data

Handling Date-Time and Mixed Variables

Resampling Imbalanced Data

Advanced Feature Engineering Techniques

Conclusion

Box-Cox transformation

Box-Cox transformation