Global Certificate in AI Metrics: Smart Decisions

Name: Global Certificate in AI Metrics: Smart Decisions
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The Global Certificate in AI Metrics: Smart Decisions course is a comprehensive program designed to empower learners with the essential skills needed to make data-driven decisions using Artificial Intelligence. In today's digital age, the ability to leverage AI metrics is crucial for staying competitive in the industry.

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AboutThisCourse

This course is important because it provides a solid understanding of AI metrics, enabling learners to evaluate the performance of AI models and systems effectively. Learners will gain hands-on experience in measuring and optimizing AI models, making them highly valuable to employers in various industries. With the increasing demand for AI professionals, this course is an excellent opportunity for career advancement. By the end of the course, learners will be equipped with the skills needed to make informed decisions, communicate insights effectively, and drive business success using AI metrics.

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CourseDetails

• Unit 1: Introduction to AI Metrics
• Unit 2: Key Performance Indicators (KPIs) in AI
• Unit 3: Evaluating AI Models: Accuracy, Precision, and Recall
• Unit 4: ROC Curve and AUC: Measuring AI Model Performance
• Unit 5: F1 Score: Balancing Precision and Recall
• Unit 6: Mean Absolute Error (MAE) and Root Mean Squared Error (RMSE): Measuring Regression Model Performance
• Unit 7: Confusion Matrix: Understanding AI Model Predictions
• Unit 8: Calibration Curves: Assessing AI Model Calibration
• Unit 9: Bias and Fairness in AI Metrics
• Unit 10: Best Practices for AI Metrics and Reporting

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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GLOBAL CERTIFICATE IN AI METRICS: SMART DECISIONS

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London College of Foreign Trade (LCFT)

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05 May 2025

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