Global Certificate in AI Development: Performance Metrics Integration
-- ViewingNowThe Global Certificate in AI Development: Performance Metrics Integration is a comprehensive course that equips learners with essential skills to excel in the AI industry. This course emphasizes the importance of performance metrics in AI development, a critical aspect that ensures the effectiveness and reliability of AI systems.
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โข Unit 1: Introduction to AI Performance Metrics
โข Unit 2: Key Performance Indicators (KPIs) in AI Development
โข Unit 3: Evaluation Metrics for Supervised Learning Models
โข Unit 4: Evaluation Metrics for Unsupervised Learning Models
โข Unit 5: Precision, Recall, and F1 Score in AI Performance Metrics
โข Unit 6: ROC Curve and AUC in AI Evaluation
โข Unit 7: Mean Absolute Error and Root Mean Squared Error
โข Unit 8: R-squared and Adjusted R-squared in Regression Analysis
โข Unit 9: Integrating Performance Metrics in AI Development Lifecycle
โข Unit 10: Best Practices for Monitoring and Reporting AI Performance Metrics
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