Name: ML Evaluation & Experimentation
Price: 2799.00 INR
Availability: InStock

The course that separates ML engineers from ML practitioners. Train/val/test splits, cross-validation, data leakage, metrics, calibration, statistical testing, hyperparameter tuning, and error analysis.

ML Evaluation & Experimentation

Course Learning Objectives

What you'll master

Course Curriculum

Module 1: Train / Validation / Test Split

Module 2: Cross-Validation Strategies

Module 3: Data Leakage: Detection & Prevention

Module 4: Classification Metrics: Accuracy, Precision, Recall & F1

Module 5: ROC-AUC & PR-AUC

Module 6: Regression Evaluation Metrics

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Instructor