Evaluating Machine Learning Classification Models
Coursera · intermediate · 4h
Learn how to evaluate machine learning classification models with confidence using the principles and guidance of ISO/IEC TS 4213:2022. This course takes you beyond model development to focus on what matters most: determining whether a classifier is accurate, reliable, efficient, and fit for purpose. Drawing on real-world AI applications, you will explore the complete classification assessment process, from understanding data quality, bias, and evaluation design to selecting and interpreting the most appropriate performance metrics.
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