Global Certificate in Advanced AI Metrics Frameworks
-- ViewingNowThe Global Certificate in Advanced AI Metrics Frameworks is a comprehensive course designed to empower professionals with the latest AI metrics knowledge. This certification focuses on the importance of measuring and evaluating AI systems' performance, accuracy, and effectiveness.
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โข Advanced AI Metrics
โข Understanding Key Performance Indicators (KPIs) in AI
โข Evaluation Metrics for Supervised and Unsupervised Learning
โข Precision, Recall, and F1 Score: Metrics for Classification Problems
โข Regression Metrics: Mean Absolute Error, Mean Squared Error, and R-squared
โข ROC Curves and AUC: Metrics for Binary Classification
โข Multi-class and Multi-label Classification Metrics
โข Evaluating Deep Learning Models: Accuracy, Loss, and Regularization Metrics
โข Time Series Analysis Metrics: Stationarity, Autocorrelation, and Seasonality
โข Ethical Considerations in AI Metrics
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