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Decision Foundations & Diagnostic Analytics · LearnSpace
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Decision Foundations & Diagnostic Analytics

Курс от Coursera
Средний≈ 12.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Transform the way you make decisions at work. In this course, you will build a powerful combination of analytical and diagnostic skills — learning to apply decision frameworks, identify cognitive biases, design clear KPI dashboards, and uncover the root causes behind business problems. You will work with real-world scenarios drawn from strategy, operations, and performance management. By the end, you will be able to structure ambiguous problems using frameworks like OODA and Cynefin, evaluate risk through utility curves, design dashboards that communicate insights efficiently, and apply root-cause analysis techniques like the 5 Whys and Pareto analysis to validate findings with data. This course is built for analysts, managers, and business professionals who want to move beyond instinct-driven decisions and build a repeatable, evidence-based approach to strategic thinking. Every skill you practice connects directly to the decisions you face on the job.

Навыки, которые вы освоите

Strategic Decision-MakingDashboardAnalyticsRoot Cause AnalysisAnalysisDecision MakingData PresentationRisk AnalysisBusiness Risk ManagementDescriptive AnalyticsProblem SolvingData VisualizationSystems ThinkingRisk ManagementDescriptive StatisticsStrategic ThinkingDashboard CreationDecision IntelligenceData-Driven Decision-MakingAnalytical Skills

Программа курса

13 модулей · 76 учебных материалов

01Expected Utility Theory in Business Decision-Making5 материалов
Strategic Decision Crossroads: When Intuition Meets MathematicsDIALOGUEExpected Utility Theory: Mathematical Foundation for Strategic DecisionsЧтениеBuilding Expected Utility Models in ExcelВидеоMarket Entry Expected Utility Analysis

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Professionals from the Industry

Преподаватель курса

Decision Foundations & Diagnostic Analytics
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.2 ч

13 модулей

Язык: Английский

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

Часть программы вашего университета
Лабораторная
Expected Utility Theory Mastery CheckЗадание
02Risk Assessment Through Utility Curves5 материалов
The Million-Dollar Question: Why Risk Tolerance Shapes StrategyВидеоUtility Curves: Visualizing Risk Preferences in Strategic DecisionsВидеоMapping Organizational Risk DNA Through Utility AnalysisDIALOGUEBuilding Utility Curves for Strategic Risk AssessmentВидеоRisk Preference and Utility Curve AnalysisЗадание
03Strategic Framework Application and Selection5 материалов
When Strategy Meets Chaos: Navigating Unstructured Business ChallengesDIALOGUEPodcast: OODA and Cynefin: Strategic Frameworks for Complex Decision-MakingЧтениеFramework Implementation: From Theory to Strategic PracticeЧтениеStrategic Framework Selection and ImplementationЧтениеStrategic Framework Application and SelectionЗадание
04Comparative Framework Evaluation and Strategic Alignment6 материалов
The Framework Dilemma: When Good Tools Give Bad ResultsВидеоFramework Evaluation Criteria: Matching Tools to ContextЧтениеFramework Comparison Matrix: Systematic Evaluation in PracticeВидеоStrategic Framework Selection: Navigating Organizational Context and ConstraintsDIALOGUEFramework Evaluation and Selection MasteryЗаданиеDecision Theory and Strategic Frameworks: Comprehensive Course AssessmentЗадание
05Decision Bias Analysis - Foundation6 материалов
The Hidden Cost of Cognitive Bias in AnalyticsDIALOGUEThe Science of Cognitive Biases in Business AnalyticsЧтениеSystematic Post-Mortem Analysis for Bias DetectionВидеоPodcast: Real-World Bias Detection Stories from Analytics TeamsЧтениеConduct Your Own Decision Post-Mortem AnalysisЗаданиеCognitive Bias Detection Skills CheckЗадание
06Bias Mitigation Checklist - Core Application6 материалов
Why Systematic Debiasing Transforms Decision QualityВидеоFramework for Designing Effective Bias-Mitigation ChecklistsВидеоBuilding Your Custom Bias-Mitigation FrameworkDIALOGUEDesign and Pilot Your Bias-Mitigation ChecklistЗаданиеBias-Mitigation Framework Mastery CheckЗаданиеGraded Quiz: Cognitive Bias Analysis and Mitigation Задание
07Descriptive Statistics & Data Quality - Foundation6 материалов
Why Data Quality Matters in Dashboard CreationВидеоEssential Data Quality Checks and Descriptive StatisticsЧтениеGenerating Descriptive Statistics with Quality FlaggingВидеоExploring Data Quality Assessment StrategiesDIALOGUEComplete Data Quality Assessment and Statistical ProfilingЛабораторнаяData Quality Assessment and Descriptive StatisticsЗадание
08Dashboard Design & Optimization - Core Application6 материалов
The Strategic Impact of Dashboard DesignDIALOGUEData-Ink Ratio and Visual Design PrinciplesЧтениеOptimizing a Cluttered Dashboard for Decision-MakingDIALOGUEPodcast: Psychology of Dashboard Design: Cognitive Load and Visual HierarchyЧтениеDashboard Redesign with Measurable Data-Ink Ratio ImprovementЗаданиеDashboard Design Optimization and Data-Ink RatioЗадание
09Usage Analytics & Performance - Integration5 материалов
The Hidden Story in Dashboard AnalyticsВидеоUnderstanding Dashboard Usage Analytics and Performance MetricsВидеоSystematic Dashboard Usage Analysis MethodologyЧтениеStrategic Usage Analytics Decision-MakingDIALOGUEDashboard Usage Analytics and Performance OptimizationЗадание
10Strategic Recommendations - Assessment6 материалов
From Analysis to Strategic ImpactВидеоStrategic Metric Selection and Stakeholder AlignmentЧтениеEvaluating Metric Sufficiency and Proposing EnhancementsВидеоComprehensive Stakeholder-Aligned Metric Enhancement StrategyЗаданиеStrategic Metric Evaluation and EnhancementЗаданиеComprehensive Dashboard Design and Analytics Mastery AssessmentЗадание
115 Whys & Pareto Analysis - Foundation7 материалов
Why Root Cause Analysis Matters in Data AnalysisВидеоThe 5 Whys Framework and Pareto Analysis FundamentalsВидеоRoot Cause Analysis Methodology and Data IntegrationЧтениеBuilding Effective Pareto Charts for Cost AnalysisВидеоMastering the 5 Whys Investigation ProcessDIALOGUEReal-World Cost Overrun InvestigationЗадание5 Whys and Pareto Analysis AssessmentЗадание
12RCA Technique Evaluation - Core Application7 материалов
Choosing the Right RCA Technique for Complex ProblemsDIALOGUEComparative Analysis of RCA Techniques: Ishikawa, RCA Trees, and 5 WhysЧтениеPodcast: Expert Insights: Selecting RCA Techniques for Maximum ImpactЧтениеBuilding Comprehensive Ishikawa Diagrams for Complex ProblemsВидеоComparative RCA Technique AnalysisЗаданиеRCA Technique Evaluation AssessmentЗаданиеCourse-Level Root Cause Analysis AssessmentЗадание
13GenAI Literacy Module: AI-Augmented Decision Analytics6 материалов
AI as Your Decision Analysis CopilotЧтениеAI Tools for Decision and Diagnostic AnalyticsЧтениеAI Limitations and Human Oversight RequirementsЧтениеAI-Augmented Decision Analysis WorkflowВидеоHANDS-ON: AI-Assisted Analysis with ValidationЗаданиеKnowledge Check: AI-Augmented Decision AnalyticsЗадание