Professional Certificate in AI Assessment Strategies: Data-Driven
-- ViewingNowThe Professional Certificate in AI Assessment Strategies: Data-Driven course is vital for professionals seeking to leverage artificial intelligence (AI) to drive data-driven decision-making. This program addresses the increasing industry demand for AI-savvy professionals who can utilize data to improve organizational performance.
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โข Unit 1: Introduction to AI Assessment Strategies
โข Unit 2: Understanding Artificial Intelligence (AI) and Machine Learning (ML)
โข Unit 3: Data-Driven AI: Leveraging Data for Effective Assessments
โข Unit 4: Key Metrics for AI Assessment: Accuracy, Precision, Recall, and F1 Score
โข Unit 5: Evaluating AI Systems: ROC Curves, AUC, and Confusion Matrices
โข Unit 6: Bias and Fairness in AI Assessment: Identifying and Mitigating Discrimination
โข Unit 7: Explainable AI: Interpretability, Transparency, and Trust
โข Unit 8: Real-World AI Assessment: Case Studies and Best Practices
โข Unit 9: Ethics and Regulations in AI Assessment: Navigating Legal and Moral Landscapes
โข Unit 10: Continuous Improvement in AI Assessment: Monitoring, Feedback, and Iteration
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