Machine Learning Basics
Machine learning fundamentals with scikit-learn: splitting data, regression, classification metrics, cross-validation and features.
-
Train/Test Split Explained (and Why It Matters)
Understand the train/test split in machine learning: scikit-learn code, stratify, validation sets, time-series and group splits, and avoiding data leakage.