Certificate in Metrics-Based AI Evaluation
-- ViewingNowThe Certificate in Metrics-Based AI Evaluation is a comprehensive course designed to equip learners with essential skills for AI evaluation and performance measurement. This course is crucial in the current rapidly evolving AI industry, where the demand for professionals who can accurately evaluate and interpret AI system performance is skyrocketing.
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โข Introduction to Metrics-Based AI Evaluation
โข Key Performance Indicators (KPIs) in AI Evaluation
โข Data Preparation for Metrics-Based AI Evaluation
โข Common Evaluation Metrics for Supervised Learning
โข Common Evaluation Metrics for Unsupervised Learning
โข Evaluation Metrics for Deep Learning and Neural Networks
โข Bias-Variance Tradeoff and Model Selection
โข Statistical Significance Testing in AI Evaluation
โข Visualizing AI Evaluation Results and Insights
โข Real-World Applications and Case Studies of Metrics-Based AI Evaluation
Note: This list is not exhaustive and some units may overlap depending on the specific certification requirements and the background of the learners.
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