Exploratory Data Analysis in ML: A Complete Practical Guide
🧠 Introduction: Why Exploratory Data Analysis (EDA) Matters Exploratory Data Analysis (EDA) is a critical first step in any machine learning or data science project. It involves a detailed investigation of a dataset using statistical summaries, visualizations, and pattern recognition techniques to better understand its structure, relationships, and anomalies. 📌