Executive Development Programme in AI Metrics Insights Framework
-- ViewingNowThe Executive Development Programme in AI Metrics Insights Framework is a certificate course designed to empower professionals with the essential skills needed to navigate the rapidly evolving AI landscape. This program focuses on AI metrics, providing learners with a comprehensive understanding of various evaluation techniques and their practical applications in business.
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โข AI Metrics Fundamentals
โข Understanding Key Performance Indicators (KPIs) in AI
โข Data Preparation for AI Metrics Insights
โข Supervised Learning Metrics: Accuracy, Precision, Recall, F1 Score
โข Unsupervised Learning Metrics: Silhouette Score, Davies-Bouldin Index
โข Evaluating AI Models using Confusion Matrix
โข ROC Curve & AUC: Measuring AI Model Performance
โข Regression Metrics: Mean Absolute Error, Mean Squared Error
โข Time Series Analysis for AI Metrics
โข Communicating AI Metrics Insights to Stakeholders
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