NCA-ADS - Descriptive Analysis and Visualization - Section 4.1
Perform exploratory data analysis and descriptive statistics.
Perform EDA by computing summary statistics - mean, median, standard deviation, quantiles, and correlation coefficients - to understand data distributions and relationships before modelling. Use these findings to inform preprocessing decisions such as scaling, encoding, and outlier treatment.
EDA
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