К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
No-Code Model Evaluation, Communication, and Business Impact · LearnSpace
Назад в каталог
courseraАнализ данных

No-Code Model Evaluation, Communication, and Business Impact

Курс от LearnQuest
Средний≈ 5.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Develop a thorough understanding of model evaluation beyond accuracy—a vital skill in professional business analytics. Test models against constantly changing data, compare competing solutions, and adjust strategies for maximum reliability and business fit.

Навыки, которые вы освоите

Model EvaluationTechnical CommunicationBusiness CommunicationResponsible AIBusiness ReportingPerformance ImprovementPredictive AnalyticsPredictive ModelingData StorytellingAuditingContinuous Quality Improvement (CQI)Data-Driven Decision-MakingAnalyticsPerformance AnalysisNo-Code DevelopmentData EthicsKey Performance Indicators (KPIs)Dashboard CreationRegional SalesBusiness Analytics

Программа курса

3 модулей · 42 учебных материалов

01Interpret and Test Models for Real-World Reliability15 материалов

Let's Get Started

Interpret and Test Models for Real-World ReliabilityВидеоLevel-Set with the CoachDIALOGUE

Best Practices in Model Evaluation with No-Code Tools

Visualize accuracy, precision, and recall with automated plotsВидеоAction Story: When Model Accuracy Isn’t the Whole StoryЧтение

Учитесь у экспертов

LearnQuest Network

Преподаватель курса

No-Code Model Evaluation, Communication, and Business Impact
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.1 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский, Венгерский

Часть программы вашего университета
Set controlled test environmentsВидео
Export evaluation results for cross-team reviewВидео
Best Practices in Model Evaluation with No-Code ToolsЗадание

Handling Data Drift and Preventing Overfitting

Automate retraining processes upon data drift detectionВидеоAction Story: When Your Model Starts Lying QuietlyЧтениеUse sandbox mode to test overfitting scenariosВидеоCompare model performance across multiple timeframesВидеоWhen Data Shifts, Models DriftDIALOGUE

Put it in Action: Interpret and Test Models for Real-World Reliability

Interpret Metrics, Test ModelDIALOGUEInterpret and Test Models for Real-World ReliabilityЗаданиеFrom Engagement to TrustВидео
02Business-Focused Insights Communication and Responsible ML13 материалов

Let's Get Started

Business-Focused Insights Communication and Responsible MLВидео

Interpreting Predictions for Decision-Making

Present actionable recommendations using interpretable modelsВидеоAction Story: When the Numbers Don’t Tell the Story YetЧтениеTailor insights and context for specific regional marketsВидеоUse translation tools for Spanish-speaking business audiencesВидеоInterpreting Predictions for Decision-MakingЗадание

Compliance and Responsibility in Model Documentation

Create audit-ready documentation for every model runВидеоAction Story: When the Audit Arrives EarlyЧтениеTrack decision processes to support responsible ML governanceВидеоEnsure transparency with region-specific regulatory mappingВидеоProof in the Paper TrailDIALOGUE

Put it in Action: Business-Focused Insights Communication and Responsible ML

Explain Model OutcomesDIALOGUEBusiness-Focused Insights Communication and Responsible MLЗадание
03Driving Change and Continuous Improvement14 материалов

Let's Get Started

Driving Change and Continuous ImprovementВидео

Connecting Model Outcomes to Key Business Metrics

Building business dashboards that translate model results to KPIsВидеоAction Story: When Metrics Don’t Match the MissionЧтениеAutomating report generation for monthly business reviewsВидеоAnalyzing regional variations in impact for optimizationВидеоConnect Model Outcomes to Key Business MetricsЗадание

Building Analytics-Driven Teams and Continuous Feedback Loops

Sharing interactive analytics spaces for real-time collaborationВидеоAction Story: When Collaboration Turns into ConfusionЧтениеEstablishing ongoing improvement cycles with feedback triggersВидеоLeading cross-functional teams for scalable data adoptionВидеоTurning Data into Team DialogueDIALOGUE

Put it in Action: Driving Change and Continuous Improvement

Link Analytics to KPIsDIALOGUEDrive Change and Continuous ImprovementЗаданиеSpecialization Complete: More to ExploreВидео