Certified Specialist Programme in Machine Learning Evaluation
-- ViewingNowThe Certified Specialist Programme in Machine Learning Evaluation is a comprehensive course designed to equip learners with essential skills in machine learning evaluation. This program emphasizes the importance of assessing and enhancing machine learning models, a critical aspect of successful AI implementation in various industries.
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• Machine Learning Evaluation Metrics
• Bias-Variance Tradeoff
• Overfitting and Underfitting in Machine Learning
• Cross-Validation Techniques
• ROC Curve and AUC
• Precision, Recall, and F1 Score
• Confusion Matrix
• Cohen's Kappa and Matthews Correlation Coefficient
• Performance Measures for Classification and Regression
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
- EarlyCertificateDelivery
- OpenEnrollmentStartAnytime
- TwoThreeHoursPerWeek
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