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AI of the Week
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EDA
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Exploratory Data Analysis by Building (two projects in parallel)
topic
E05 · Build: Univariate Analysis — Numerical Features
Summary statistics table
10 min
Distribution shape: histograms, KDE, box plots, ECDF
10 min
Skewness and transformations
10 min
Outlier flags with IQR and z-scores
10 min
Normality: when it matters and when it does not
10 min
Total: 0.8 h of applied study listed above.
E05 · Build: Univariate Analysis — Numerical Features · 1x1labs.ai