Global Certificate in AI Trends: Performance Metrics Applications
-- ViewingNowThe Global Certificate in AI Trends: Performance Metrics Applications is a comprehensive course that provides learners with essential skills in AI and machine learning. This course focuses on the importance of performance metrics in AI applications and covers various evaluation methods and tools.
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โข AI Metrics & Performance Evaluation
โข Accuracy Metric in AI Models
โข Precision and Recall in AI Systems
โข F1 Score: Balancing Precision and Recall
โข ROC Curve and AUC in AI Applications
โข Mean Absolute Error (MAE) & Root Mean Squared Error (RMSE)
โข Cohen's Kappa for Multi-class Classification
โข Natural Language Processing (NLP) Metrics
โข Computer Vision Metrics in AI
โข Evaluating AI System Performance in Real-world Scenarios
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