1. Apply Multiple Linear Regression: Gain hands-on experience in applying multiple linear regression techniques to solve real-world business problems effectively.

2. Analyse Car Seat Sales Data: Explore and process the car seat dataset to identify key variables influencing sales performance.

3. Interpret Regression Model Results: Learn to interpret coefficients, significance levels, and diagnostic plots to derive actionable insights.

4. Refine Models with Diagnostics: Use diagnostic tools and variable selection techniques to improve model accuracy and reliability.