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ML Case Labs — Validation, Boosting, Segmentation, Pipelines

20 lessons

1. M1 — Regularized Regression + Validation Discipline
2. M2 — Boosting + Calibrated Evaluation
3. M3 — Clustering + Pipelines/SHAP
4. M4 — Pipelines Explainability + Capstones

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ML Case Labs — Validation, Boosting, Segmentation, Pipelines

20 lessons

1. M1 — Regularized Regression + Validation Discipline
2. M2 — Boosting + Calibrated Evaluation
3. M3 — Clustering + Pipelines/SHAP
4. M4 — Pipelines Explainability + Capstones

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ML Case Labs — Validation, Boosting, Segmentation, Pipelines
M2 — Boosting + Calibrated Evaluation
Quiz: Boosting + Eval

Back to M2 — Boosting + Calibrated Evaluation

Quiz: Boosting + Eval

10 scenario MCQs (PR-AUC-vs-ROC, Brier, calibration). Pass >= 80.

20 minutesAssignment

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