Core ML Concepts · beginner · concept 17 of 311 · Updated Nov 4, 2026

🧠Exploratory Data Analysis (EDA)

The discipline of looking at the data before modeling it: distributions, missing values, outliers, correlations, and the weird rows that reveal how the data was actually collected. An hour of EDA routinely saves a week of debugging a model trained on data you did not understand.