Professional Certificate in AI Metrics: High-Performance
-- ViewingNowThe Professional Certificate in AI Metrics: High-Performance course is essential for professionals seeking to harness the power of AI and make data-driven decisions. This course is vital as it bridges the gap between AI theory and real-world implementation, equipping learners with the skills to measure and optimize AI performance.
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โข AI Metrics Fundamentals
โข Understanding Key Performance Indicators (KPIs) in AI
โข Data Preparation for AI Metrics
โข Common AI Metrics: Accuracy, Precision, Recall, F1 Score
โข Advanced AI Metrics: ROC Curve, AUC, Confusion Matrix
โข Evaluating AI Model Performance with Real-world Data
โข Monitoring and Maintaining AI Model Performance
โข Ethical Considerations in AI Metrics
โข Best Practices for AI Metrics in High-Performance Scenarios
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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