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Related Questions
- What is feature scaling and why is it necessary in machine learning?
- How does standardization differ from normalization in machine learning?
- What are some common normalization techniques used in machine learning, such as min-max scaling and log scaling?
- What is the role of normalization in preventing the dominance of features with large ranges?
- Can you explain the concept of feature encoding and its relationship to normalization?
- How does normalization affect the performance of machine learning models, particularly in regression and classification tasks?
- What are some best practices for normalizing features in machine learning pipelines?
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