Global Certificate in AI Assessment Insights: Performance Metrics
-- ViewingNowThe Global Certificate in AI Assessment Insights: Performance Metrics is a comprehensive course that focuses on the crucial aspect of AI assessment and performance measurement. This certification equips learners with the necessary skills to evaluate AI models effectively and make informed data-driven decisions.
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⢠AI Performance Metrics Overview
⢠Key Performance Indicators (KPIs) in AI Assessment
⢠Model Accuracy Metrics: Precision, Recall, F1 Score, ROC Curve
⢠Regression Metrics: Mean Absolute Error, Mean Squared Error, R-squared
⢠Time Series Metrics: MAPE, WAPE, MSE, RMSE
⢠Natural Language Processing (NLP) Metrics: Perplexity, BLEU, NIST
⢠Computer Vision Metrics: Intersection over Union (IoU), Pixel Accuracy, FPS
⢠Evaluation Strategies for AI Model Validation
⢠Performance Optimization Techniques in AI Assessment
⢠Ethical Considerations in AI Performance Metrics
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