Professional Certificate in Model Performance Metrics for Impact

Name: Professional Certificate in Model Performance Metrics for Impact
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The Professional Certificate in Model Performance Metrics for Impact is a crucial course for data professionals seeking to evaluate and improve their machine learning models. This program covers key metrics like accuracy, precision, recall, F1 score, ROC curve, and log loss, providing a comprehensive understanding of model evaluation.

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AboutThisCourse

With the increasing industry demand for data-driven decision-making, mastering model performance metrics has become essential for career advancement. This course equips learners with skills to optimize models, communicate results effectively, and make informed, impactful recommendations. By the end of this program, learners will be able to demonstrate their expertise in model assessment and selection, thereby enhancing their credibility and marketability in the competitive data science landscape.

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CourseDetails

• Understanding Model Performance Metrics
• Quantitative Performance Metrics
• Qualitative Performance Metrics
• Regression Model Performance Metrics
• Classification Model Performance Metrics
• Time Series Model Performance Metrics
• Model Evaluation Techniques
• Overfitting and Underfitting in Model Performance
• Choosing the Right Performance Metric
• Case Studies on Model Performance Metrics

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
DedicationCompleteCourse

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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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PROFESSIONAL CERTIFICATE IN MODEL PERFORMANCE METRICS FOR IMPACT

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London School of International Business (LSIB)

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05 May 2025

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