Undergraduate Certificate in Feature Scaling and Normalization Techniques
-- ViewingNowThe Undergraduate Certificate in Feature Scaling and Normalization Techniques is a comprehensive course that equips learners with critical skills in data preprocessing. This certificate course emphasizes the importance of feature scaling and normalization techniques, which are essential for rendering data sets compatible with machine learning algorithms.
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โข Introduction to Feature Scaling and Normalization Techniques
โข Understanding Data Distribution
โข Mean and Standard Deviation Normalization
โข Min-Max Scaling
โข Z-Score Normalization
โข Robust Scaling
โข When and Why to Use Feature Scaling and Normalization
โข Practical Applications and Case Studies
โข Evaluation and Comparison of Scaling Techniques
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