Understand the problem and gather data: Define the problem and collect relevant data from various sources.

Clean and explore the data: Preprocess the data to handle missing values and outliers, then perform exploratory data analysis (EDA) to identify patterns.

Modeling and interpretation: Build and evaluate models to derive insights, and then report the findings to stakeholders.