Masterclass Certificate in AI for Educational Resource Assessment: Performance Metrics
-- ViewingNowThe Masterclass Certificate in AI for Educational Resource Assessment: Performance Metrics is a comprehensive course designed to equip learners with essential skills in AI and machine learning for educational resource assessment. This course is crucial in today's industry, where AI is revolutionizing education by providing data-driven insights to improve learning outcomes.
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โข Unit 1: Introduction to AI & Educational Resource Assessment
โข Unit 2: Understanding Performance Metrics in AI
โข Unit 3: Data Analysis for AI-driven Resource Evaluation
โข Unit 4: Key Performance Indicators (KPIs) in AI-based Assessment Systems
โข Unit 5: Evaluating Accuracy, Precision, and Recall in AI Models
โข Unit 6: F-score, ROC Curves, and Confusion Matrix in AI-Driven Assessment
โข Unit 7: Natural Language Processing (NLP) Metrics for Text Analysis
โข Unit 8: Implementing Machine Learning Algorithms in AI-based Resource Evaluation
โข Unit 9: Ethical Considerations in AI-Driven Educational Resource Assessment
โข Unit 10: Best Practices for AI Model Selection, Evaluation, and Implementation
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