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Introduction to Decision Science for Marketing · LearnSpace
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Introduction to Decision Science for Marketing

Курс от O.P. Jindal Global University
Начальный≈ 23.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

What if you could use customer data to make smarter marketing decisions, predict customer behaviour, and create more valuable customer relationships? Introduction to Decision Science for Marketing helps you move beyond one-size-fits-all marketing by showing you how predictive analytics, customer data, and decision science can inform real-world marketing strategies. Designed for marketers, business professionals, and aspiring predictive marketers, this course focuses on the business thinking behind data-driven marketing—so you can build confidence without needing advanced mathematical skills. You’ll learn how predictive analytics works, how to build accurate customer profiles, and how to use customer lifetime value to make better acquisition, retention, and engagement decisions. Explore value-based marketing, likelihood-to-buy and likelihood-to-engage models, personalised recommendations, customer personas, remarketing, look-alike targeting, customer retention, churn management, and predictive marketing technology. You’ll also develop a practical understanding of customer data integration, predictive intelligence, campaign automation, marketing technology, and the ethical use of customer data. Build a predictive marketing mindset and learn to turn customer insights into more relevant, effective, and value-driven marketing decisions. Enrol now and start building the skills to thrive in data-driven marketing.

Навыки, которые вы освоите

Customer RetentionPredictive AnalyticsCustomer EngagementCustomer experience improvementCustomer Acquisition ManagementPersonalized CampaignsMarketing AnalyticsCustomer Data ManagementCustomer AnalysisData-Driven MarketingPredictive ModelingCustomer InsightsData-Driven Decision-MakingMarketing Strategies

Программа курса

15 модулей · 110 учебных материалов

01 Introduction to Decision Science for Marketing17 материалов

Course Introduction

Course IntroductionВидеоMeet Your InstructorВидеоCourse OverviewЧтение

Easy Access to Big Data and Analytics

Easy Access to Big Data and AnalyticsВидео

Учитесь у экспертов

Prof. Lalit Pankaj

Преподаватель курса

Introduction to Decision Science for Marketing
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Обучение на Coursera

≈ 23.1 ч

15 модулей

Язык: Английский

Субтитры: Вьетнамский

Часть программы вашего университета
Essential Reading: The Marketing Decision EnvironmentЧтение
Easy Access to Big Data and AnalyticsЗадание

Decision Science for Marketing: An Easy Guide—Part I

Decision Science for Marketing: An Easy Guide—Part IВидеоEssential Reading: The Marketing Engineering and AnalyticsЧтениеDecision Science for Marketing: An Easy Guide—Part IЗадание

Decision Science for Marketing: An Easy Guide—Part II

Decision Science for Marketing: An Easy Guide—Part IIВидеоEssential Reading: The Marketing Engineering and AnalyticsЧтениеDecision Science for Marketing: An Easy Guide—Part II Задание

Decision Science for Marketing: An Easy Guide—Part III

Decision Science for Marketing: An Easy Guide—Part IIIВидеоEssential Reading: The Marketing Engineering and Analytics Чтение Decision Science for Marketing: An Easy Guide—Part IIIЗадание

Hands-on Practice

From Data to Decisions: When Should Marketers Use Predictive Analytics?DIALOGUEPredicting Customer Churn: A Data-Driven Marketing Decision SimulationDIALOGUE
02Building Customer Profiles to Optimize Enterprise Value13 материалов

Customer Data

Customer DataВидеоEssential Reading: Customer Value Assessment and Valuing CustomersЧтениеAnalyzing Customers DataЗадание

Analyzing Customers Data

Analyzing Customers DataВидеоEssential Reading: Customer Lifetime ValueЧтениеAnalyzing Customers DataЗадание

Customer Lifetime Value

Customer Lifetime ValueВидеоEssential Reading: Customer Lifetime ValueЧтениеCustomer Lifetime Value Задание

Managing Your Customers

Managing Your CustomersВидеоEssential Reading: Customer ValueЧтение Managing Your CustomersЗаданиеUnderstanding Consumer Behavior and Preferences Using Decision ScienceОбсуждение
03Weekly Summative Assessment: Introduction to Decision Science for Marketing and Building Customer Profiles to Optimize Enterprise Value1 материалов

Week 1 Graded Quiz: Introduction to Decision Science for Marketing and Building Customer Profiles to Optimize Enterprise Value

Graded Quiz: Introduction to Decision Science for Marketing and Building Customer Profiles to Optimize Enterprise ValueЗадание
04Life Cycle Marketing: Predicting the Customer Journey9 материалов

Customer Retention, Reactivation, and Acquisition

Customer Retention, Reactivation, and AcquisitionВидеоEssential Reading: Segmentation and TargetingЧтениеCustomer Retention, Reactivation, and AcquisitionЗадание

Predict the Customer Journey for Life Cycle Marketing

Predict the Customer Journey for Life Cycle MarketingВидеоEssential Reading: The Customer Value JourneyЧтениеPredict the Customer Journey for Life Cycle MarketingЗадание

Life Cycle Marketing Strategies

Life Cycle Marketing StrategiesВидеоEssential Reading: Life Cycle Marketing StrategiesЧтение Life Cycle Marketing StrategiesЗадание
05Predict Customer Value and Their Likelihood to Buy/Engage9 материалов

Value-Based Marketing

Value-Based MarketingВидеоEssential Reading: Predict Customer Value and Value-Based MarketingЧтениеValue-Based MarketingЗадание

Predict Likelihood to Buy

Predict Likelihood to BuyВидеоEssential Reading: Likelihood to Buy PredictionsЧтениеPredict Likelihood to BuyЗадание

Predict Likelihood to Engage

Predict Likelihood to EngageВидеоEssential Reading: Likelihood to Engage ModelsЧтениеPredict Likelihood to EngageЗадание
06Recommend Products to Each Customer Individually7 материалов

Make Effective Recommendations

Make Effective RecommendationsВидеоEssential Reading: Choosing the Right Customer or SegmentЧтение Make Effective RecommendationsЗаданиеApplications of Data Analytics and Decision Science Tools to Optimize Marketing CampaignsОбсуждение

Contextualizing the Customer Experience

Contextualizing the Customer ExperienceВидеоEssential Reading: Understanding Customer ContextЧтениеContextualizing the Customer ExperienceЗадание
07Weekly Summative Assessment: Life Cycle Marketing: Predicting the Customer Journey, Customer Value, and Their Likelihood to Buy/Engage1 материалов

Week 2 Graded Quiz: Life Cycle Marketing: Predicting the Customer Journey, Customer Value, and Their Likelihood to Buy/Engage

Graded Quiz: Life Cycle Marketing: Predicting the Customer Journey, Customer Value, and Their Likelihood to Buy/EngageЗадание
08Predict Customer Personas and Convert More Customers9 материалов

Customer Value Journey

Customer Value JourneyВидеоEssential Reading: Predict Customer Personas and Make Marketing Relevant AgainЧтениеCustomer Value JourneyЗадание

Remarketing Campaigns

Remarketing CampaignsВидеоEssential Reading: Predictive Remarketing CampaignsЧтениеRemarketing CampaignsЗадание

Using Look-Alike Targeting

Using Look-Alike TargetingВидеоEssential Reading: Using Look-Alike TargetingЧтениеUsing Look-Alike TargetingЗадание
09Grow Customer Value9 материалов

Growing the Value of Your Customers

Growing the Value of Your CustomersВидеоEssential Reading: The Secret to Growing Customer ValueЧтениеGrowing the Value of Your CustomersЗадание

Programs to Predict Post-Purchase Behavior

Programs to Predict Post-Purchase BehaviorВидеоEssential Reading: Predictive Post-Purchase ProgramsЧтениеPrograms to Predict Post-Purchase BehaviorЗадание

Campaigns for Customer Appreciation

Campaigns for Customer AppreciationВидеоEssential Reading: Customer Appreciation CampaignsЧтениеCampaigns for Customer AppreciationЗадание
10Retention of Customers7 материалов

Not All Churns Are Equal

Not All Churns Are EqualВидеоEssential Reading: Understanding Your Retention RateЧтениеNot All Churns Are EqualЗаданиеDecision Science to Personalize Marketing Messages and Improve the Overall Customer ExperienceОбсуждение

Churn Management

Churn ManagementВидеоEssential Reading: Proactive Retention ManagementЧтениеChurn ManagementЗадание
11Weekly Summative Assessment: Predict Customer Personas and Convert More Customers, Grow Customer Value, and Retention of Customers1 материалов

Week 3 Graded Quiz: Predict Customer Personas and Convert More Customers, Grow Customer Value, and Retention of Customers

Graded Quiz: Predict Customer Personas and Convert More Customers, Grow Customer Value, and Retention of CustomersЗадание
12 How to Use Predictive Analytics in Marketing6 материалов

How to Optimize Marketing Spending Using Customer Data

How to Optimize Marketing Spending Using Customer DataВидеоEssential Reading: Differentiate Spending Based on Customer ValueЧтениеHow to Optimize Marketing Spending Using Customer DataЗадание

Capabilities Organizations Need to Possess

Capabilities Organizations Need to PossessВидеоEssential Reading: Organizational Capabilities for Predictive MarketingЧтение Capabilities Organizations Need to PossessЗадание
13Useful Tools9 материалов

Predictive Marketing Technology Overview

Predictive Marketing Technology OverviewВидеоEssential Reading: An Overview of Predictive Marketing TechnologyЧтениеPredictive Marketing Technology OverviewЗадание

Other Tools You Might Be Aware Of

Other Tools You Might Be Aware OfВидеоEssential Reading: Other Tools You May Have Heard AboutЧтениеOther Tools You Might Be Aware OfЗадание

Get Started

Get StartedВидеоEssential Reading: Which Solution Is Right for Me?ЧтениеGet StartedЗадание
14What It Needs to Be a Successful Predictive Marketer10 материалов

Career for Future Predictive Marketers

Career for Future Predictive MarketersВидеоEssential Reading: Career Advice for Aspiring Predictive MarketersЧтениеCareer for Future Predictive MarketersЗаданиеEthical Considerations While Using Decision Science in Marketing DecisionsОбсуждение

Security and Privacy Concerns with Customer Data

Security and Privacy Concerns with Customer DataВидеоEssential Reading: Privacy and the Difference Between Delightful and InvasiveЧтениеSecurity and Privacy Concerns with Customer DataЗадание

Marketing Engineering Requires Life-Long Learning

Marketing Engineering Requires Life-Long LearningВидеоEssential Reading: The Future of Predictive MarketingЧтениеMarketing Engineering Requires Life-Long LearningЗадание
15Weekly Summative Assessment: How to Use Predictive Analytics in Marketing, Useful Tools, and What It Needs to Be a Successful Predictive Marketer2 материалов

Week 4 Graded Quiz: How to Use Predictive Analytics in Marketing, Useful Tools, and What It Needs to Be a Successful Predictive Marketer

Graded Quiz: How to Use Predictive Analytics in Marketing, Useful Tools and What It Needs to Be a Successful Predictive MarketerЗадание

Course Wrap-Up Video

Course Wrap-Up VideoВидео