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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⢠Introduction to Metrics-Based AI Evaluation
⢠Key Performance Indicators (KPIs) in AI Evaluation
⢠Data Preparation for Metrics-Based AI Evaluation
⢠Common Evaluation Metrics for Supervised Learning
⢠Common Evaluation Metrics for Unsupervised Learning
⢠Evaluation Metrics for Deep Learning and Neural Networks
⢠Bias-Variance Tradeoff and Model Selection
⢠Statistical Significance Testing in AI Evaluation
⢠Visualizing AI Evaluation Results and Insights
⢠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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