Global Certificate in AI Development Strategies: Performance Metrics Integration
-- ViewingNowThe Global Certificate in AI Development Strategies: Performance Metrics Integration course is a comprehensive program designed to equip learners with essential skills for AI strategy development and performance metric integration. This course is crucial in today's technology-driven world, where AI has become a significant factor in business success.
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โข AI Metrics and Evaluation: An Introduction
โข Selecting Key Performance Indicators (KPIs) in AI Development
โข Data Preprocessing for Accurate Performance Metrics
โข Common AI Performance Metrics: Accuracy, Precision, Recall, F1 Score, ROC Curve
โข Advanced AI Performance Metrics: AUC, Log Loss, Confusion Matrix
โข Evaluation Strategies: Split Sample, Cross-Validation, Time Series Split
โข Monitoring AI Performance in Production: Techniques and Tools
โข Continuous Improvement in AI Development Strategies: Regression Analysis, Hypothesis Testing
โข Ethical Considerations in AI Performance Metrics Integration
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