01ML Fundamentals in Practice
12 hoursClassical methods, applied properly
- Regression & classification workflows
- Tree ensembles & boosting
- Clustering & anomaly detection
- Cross-validation strategy
- Metric choice for the business problem
- Leakage & bias detection
