Exploratory Data Analysis (EDA) is a critical step in the data analysis process where analysts use visual and quantitative techniques to uncover patterns, spot anomalies, test hypotheses, and check assumptions. EDA helps in understanding the underlying structure of the data, guiding the selection of appropriate models and ensuring the validity of the results.