Performance Measures and Validation Methods
by Coursera
Learn how to evaluate machine learning models using R. Master validation techniques, classification metrics, and statistical evaluation for real-world applications.
Why this course
- Strong emphasis on practical implementation in R with real-world applicability
- Covers essential validation techniques like cross-validation and ROC analysis comprehensively
- Well-structured modules that build logically from fundamentals to advanced topics
- Hands-on exercises reinforce learning and promote retention of key concepts
