What is Exploratory Data Analysis (EDA) and why is it important in the data science workflow? What are the key components of the data science process?
Introduction Exploratory Data Analysis (EDA) is a fundamental process in data science that involves summarizing the main characteristics of a dataset. It helps data scientists understand the data better before making any assumptions or building models. EDA is like looking at a map before starting a journey — it guides you through the data and […]