Professional Certificate in AI Insights: Efficient Evaluation
-- ViewingNowThe Professional Certificate in AI Insights: Efficient Evaluation is a valuable course that focuses on the crucial aspect of AI evaluation. This certification equips learners with the skills to assess AI models effectively, ensuring they deliver optimal results and drive informed decision-making.
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⢠Unit 1: Introduction to AI Evaluation Metrics
⢠Unit 2: Understanding Accuracy and Precision in AI Models
⢠Unit 3: Recall, F1 Score, and ROC Curve: Expanding the Evaluation Vocabulary
⢠Unit 4: Evaluating Deep Learning Models: A Focus on Meaningful Metrics
⢠Unit 5: Bias, Fairness, and Transparency in AI Evaluation
⢠Unit 6: Monitoring AI Systems: Performance and Drift
⢠Unit 7: Ethical Considerations in AI Evaluation
⢠Unit 8: Real-World AI Evaluation Scenarios and Best Practices
⢠Unit 9: Optimizing AI Models through Iterative Evaluation
⢠Unit 10: Utilizing Stakeholder Feedback for AI Model Improvement
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