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Product Analytics for Prioritization & Data-Driven Decisions · LearnSpace
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Product Analytics for Prioritization & Data-Driven Decisions

Курс от Coursera
Средний≈ 15.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

You'll develop expertise in transforming user behavior data into strategic product decisions through comprehensive analytics and prioritization frameworks. By completing this course, you'll gain the ability to design tracking systems, diagnose conversion funnel issues, and apply structured prioritization methods like RICE scoring to guide product roadmaps. You'll learn to analyze churn patterns, create success criteria for new features, and build predictive models to forecast product impact. This hands-on course uniquely combines technical analytics skills with strategic business thinking, teaching you to communicate insights through compelling data stories using the Situation-Complication-Resolution framework. You'll work with real-world scenarios involving user journey mapping, hypothesis-driven analysis, and model selection trade-offs between decision trees and logistic regression. Upon completion, you'll possess the comprehensive analytical toolkit needed for product management, growth analytics, and data-driven strategy roles where technical proficiency meets business impact.

Навыки, которые вы освоите

Conversion Funnel AnalysisRoot Cause AnalysisResource AllocationPrioritizationStrategic PrioritizationForecastingData StorytellingPredictive ModelingWeb AnalyticsUser FlowsData PresentationCustomer RetentionPerformance AnalysisPerformance MetricCustomer AnalysisAnalyticsData CaptureBusiness AnalyticsProduct RoadmapsStatistical Methods

Программа курса

13 модулей · 91 учебных материалов

01Interpret product surfaces for tracking - Foundation9 материалов
Why Product Surface Analysis Drives Analytics SuccessВидеоFundamentals of Product Surface Analysis and Event TaxonomyВидеоEvent Taxonomy Standards and Implementation GuidelinesЧтениеReal-World Product Interface Analysis WalkthroughВидео

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Professionals from the Industry

Преподаватель курса

Product Analytics for Prioritization & Data-Driven Decisions
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 15.1 ч

13 модулей

Язык: Английский

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

Часть программы вашего университета
Building Event Specifications from Interface ElementsВидео
Implementation Planning and Development CollaborationЧтение
Product Interface Analysis PracticeDIALOGUE
Create Comprehensive Tracking Framework for Product InterfaceЗадание
Product Surface Analysis and Event Design ValidationЗадание
02Analyze user conversion funnels - Application & Assessment8 материалов
Discovering Your Funnel Analysis Impact PotentialDIALOGUEUnderstanding Conversion Funnels and Performance Regression AnalysisВидеоStatistical Techniques for Funnel Performance DiagnosisЧтениеStep-by-Step Funnel Analysis for Regression DiagnosisВидеоAdvanced Root Cause Analysis Methodology for Metric RegressionsЧтениеConduct Comprehensive Funnel Regression Analysis and Root Cause InvestigationЗаданиеFunnel Analysis and Root Cause Investigation ValidationЗаданиеComprehensive Funnel Performance Analysis and Optimization StrategyЗадание
03 Feature Prioritization Framework6 материалов
Why Feature Prioritization Determines Your Strategic InfluenceDIALOGUERICE Framework FundamentalsВидеоAdvanced RICE Implementation StrategiesЧтениеBuilding Your First RICE ScorecardВидеоFeature Prioritization ChallengeЗаданиеFeature Prioritization Mastery CheckЗадание
04Strategic Decision Memo Creation7 материалов
When Analysis Becomes ActionВидеоDecision Memo Architecture and ComponentsЧтениеCrafting Compelling Executive RecommendationsВидеоBuilding Professional Decision MemosВидеоTransforming Analysis into Actionable Executive RecommendationsDIALOGUEDecision Memo Mastery AssessmentЗаданиеStrategic Product Decision AnalysisЗадание
05Analyze Churn Logs to Determine Root Causes8 материалов
Churn Analysis Transforms Product DecisionsВидеоWhy Systematic Churn Analysis Drives Product Success and Career GrowthDIALOGUEFundamentals of Systematic Churn AnalysisЧтениеBuilding Pareto Charts from Customer Support LogsВидеоSystematic Cohort Segmentation for Churn Pattern Discovery: A How-To GuideЧтениеInteractive Churn Pattern Discovery SessionDIALOGUEHands-On Churn Log Analysis Using Pareto MethodsЗаданиеChurn Analysis Fundamentals Knowledge CheckЗадание
06Create Success Criteria for New User Onboarding Feature7 материалов
Exploring the Strategic Value of Success CriteriaDIALOGUEFramework for Comprehensive Feature Success MeasurementЧтениеBuilding KPIs and Counter-Metrics for Onboarding SuccessВидеоImplementing Measurable KPIs in Project Management Systems: A How-To GuideЧтениеDeveloping Complete Success Criteria Framework for Onboarding FeaturesЗаданиеSuccess Criteria Framework Knowledge CheckЗаданиеComprehensive Success Criteria Development and ApplicationЗадание
07Apply Funnel Benchmarks for Impact Forecasting7 материалов
Why Funnel-Based Forecasting Transforms Product DecisionsВидеоUnderstanding Funnel Benchmarks and Conversion MetricsВидеоIndustry Benchmark Data and Forecasting MethodologiesЧтениеBuilding Referral Impact Forecasting Models Step-by-StepВидеоStrategic Funnel Forecasting Decision-Making for Product TeamsDIALOGUEBuild Your Own Referral Program Forecasting ModelЗаданиеFunnel Benchmark Application Knowledge CheckЗадание
08 Create Prioritization Matrices for Resource Allocation7 материалов
Exploring Your Prioritization Challenges and GoalsDIALOGUEPrioritization Matrix Frameworks and Implementation MethodsЧтениеImpact-Effort Matrix Design and Scoring MethodsВидеоCreating Collaborative Prioritization Matrices in MURALВидеоFacilitate a Cross-Functional Prioritization WorkshopЗаданиеPrioritization Matrix Implementation Knowledge CheckЗаданиеComprehensive Prioritization Matrix Mastery AssessmentЗадание
09Hypothesis-Driven Analysis Framework Foundation6 материалов
Why Hypothesis-Driven Analysis Matters in Product AnalyticsВидеоThe Six-Step Hypothesis-Driven Analysis FrameworkВидеоFramework Components and Implementation Best PracticesЧтениеSystematic Product Analytics Investigation: A How-To Guide ЧтениеHypothesis-Driven Investigation PlanningDIALOGUEFramework Knowledge CheckЗадание
10Model Selection Trade-offs Evaluation - Core Application & Assessment8 материалов
Why Model Selection Strategy Drives Product SuccessВидеоNavigating Model Selection Trade-offs in Product AnalyticsDIALOGUEDecision Trees vs Logistic Regression: Core CharacteristicsЧтениеUnderstanding Model Trade-offs and Selection CriteriaВидеоHow to Set Up a Systematic Model Evaluation Framework ЧтениеModel Selection Analysis and JustificationЗаданиеModel Trade-offs Knowledge CheckЗаданиеComprehensive Model Selection EvaluationЗадание
11Data-Driven Storytelling Framework6 материалов
Data Storytelling Transforms Analytics CareersВидеоThe Situation-Complication-Resolution Framework for AnalyticВидеоBuilding Narrative Tension: Advanced Techniques for Analytics PresentationsЧтениеBuilding S-C-R Analytics Presentations Step-by-StepВидеоPracticing S-C-R Framework ApplicationDIALOGUEData Storytelling Framework Mastery CheckЗадание
12Persona-Linked Prioritization Strategy8 материалов
Practicing Persona-Cohort Integration for Strategic DecisionsDIALOGUEConnecting User Cohorts to Strategic PersonasВидеоStrategic Prioritization Through Persona-Data IntegrationЧтениеCommunicating Persona-Linked Insights to StakeholdersВидеоAnalyzing User Cohorts and Persona Connections in PracticeВидеоCreating Persona-Linked Prioritization StrategyЗаданиеPersona-Linked Analytics Application CheckЗаданиеProduct Analytics Strategic Integration AssessmentЗадание
13Project: Product Analytics for Prioritization and Data-Driven Decisions4 материалов
Why This Project MattersЧтениеProject RequirementsЧтениеGraded Assignment: Product Analytics Strategic AssessmentЧтениеGraded Quiz: Product Analytics Strategic Assessment Задание