The Lifecycle of Feature Engineering: From Raw Data to Model-Ready Inputs
JULY 16, 2025
Understanding Raw Data Raw data contains inconsistencies, noise, missing values, and irrelevant details. Understanding the nature, format, and quality of raw data is the first step in feature engineering. Data audit : Identify variable types (e.g., AutoML frameworks : Tools like Google AutoML and H2O.ai
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