- Projects demonstrate end-to-end handling: cleaning, modeling, and reporting.
- Showcase mastery of Python libraries such as pandas, scikit-learn, and XGBoost.
- Include visual and interactive outputs to impress potential employers.
- Highlight experience in real-world datasets, increasing credibility.
- Can be hosted on GitHub or personal websites as tangible evidence of skills.
