- **Severity:** High - **Issue:** Notebook uses `load_boston()` which is deprecated and removed in scikit-learn >= 1.2. Will not run on modern sklearn. - **Fix:** Replace with fetch_california_housing() or another dataset.
load_boston()which is deprecated and removed in scikit-learn >= 1.2. Will not run on modern sklearn.