- EDA is crucial for understanding the dataset's characteristics, detecting outliers, and uncovering patterns using tools like visualizations, summary statistics, and Python libraries like Pandas and Matplotlib.
4. **How do you choose the right statistical or machine learning model for your data analysis project?
