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Data Transformation — The Complete AI Engineer Roadmap
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Phase 2 – AI & Machine Learning & Deep Learning & Data Science fundamentals
Data Preparation
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Data Transformation
2.5 · Data Preparation
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Feature scaling: Normalization, Standardization
Encoding categorical variables: Label Encoding, One-Hot Encoding
Basic feature engineering: Creating new features, combining columns, feature selection
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