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AI for Executives: AI for Customer Relationship Management · LearnSpace
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AI for Executives: AI for Customer Relationship Management

Курс от Khalifa University
Начальный≈ 5.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

AI for Customer Relationship Management (CRM) shows executives how to use artificial intelligence to deepen customer insight, personalize engagement, and scale service—without coding. You’ll build richer customer profiles by integrating behavioral, transactional, and external data; explore graph-based community modeling to understand relationships; and apply predictive analytics for churn, next-best-action, and customer lifetime value. You’ll practice sentiment and voice analytics to capture the “voice of the customer,” then design personalized experiences with recommendations, targeted campaigns, and human-in-the-loop programs. The course also covers intelligent virtual assistants and LLM-powered support, sales enablement (lead scoring, cross-sell), dynamic pricing, and fraud detection with security and compliance in mind. Finally, you’ll develop an AI-driven CRM strategy—roadmapping technology choices, aligning initiatives to business goals, managing change, and addressing ethics and governance. By the end, you’ll be able to evaluate use cases, choose appropriate techniques, and lead responsible AI adoption across marketing, sales, and service.

Навыки, которые вы освоите

AI PersonalizationPredictive ModelingCustomer Data ManagementFraud detectionSales EnablementRevenue ManagementCustomer InsightsCustomer experience strategy (CX)LLM ApplicationCustomer EngagementAI Product StrategyNetwork AnalysisPersonalized CampaignsCustomer AnalysisData IntegrationLarge Language ModelingCustomer experience improvementAI EnablementSelf Service TechnologiesPersonalized Service

Программа курса

5 модулей · 30 учебных материалов

01Module 1: Introduction to AI in Customer Relationship Management (CRM)13 материалов

Lesson 1: Overview of CRM and Its Importance

Introduction to the SpecializationВидеоDefinitions and Components of CRMВидеоDefinitions and Components of CRM Briefing DocumentЧтениеThe AI PromiseВидео

Учитесь у экспертов

Prof. Ernesto Damiani

Преподаватель курса

AI for Executives: AI for Customer Relationship Management
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Обучение на Coursera

≈ 5.2 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
The AI Promise Key ConceptsЧтение

Lesson 2: The Role of AI in Transforming CRM

Enhancing Customer Engagement Through AIВидеоEnhancing Customer Engagement Through AI Briefing DocumentЧтениеDesign a Simple Ranking Rule (EdgeRank‑style)Обсуждение

Lesson 3: Benefits and Challenges of Implementing AI in CRM

Using LLMs for CRMВидеоUsing LLMs for CRM Key TopicsЧтениеLLM Applications for CRMВидеоLLM Applications for CRM Key TopicsЧтениеModule 1 QuizЗадание
02Module 2: AI-powered Customer Data Management3 материалов

Lesson 1: Sentiment Analysis and Voice of the Customer

Analyzing Customer Feedback and SentimentsВидеоAnalyzing Customer Feedback and Sentiments Briefing DocumentЧтениеModule 2 QuizЗадание
03Module 3: AI-Driven Customer Engagement Strategies6 материалов

Lesson 1: Personalization through Machine Learning

Dynamic Content RecommendationsВидеоDynamic Content Recommendations Briefing DocumentЧтениеYour 4-Step Recommender (Micro-Pilot)Обсуждение

Lesson 2: Intelligent Virtual Assistants in Customer Support

TF-IDF EncodingВидеоTF-IDF Encoding Key TopicsЧтениеModule 3 QuizЗадание
04Module 4: Automation and Efficiency in CRM Processes3 материалов

Lesson 1: AI for Dynamic Pricing and Revenue Optimization

Implementing AI Algorithms for Pricing StrategiesВидеоImplementing AI Algorithms for Pricing Strategies Key ConceptsЧтениеModule 4 QuizЗадание
05Module 5: Integrating AI into CRM Strategy and Future Trends5 материалов

Lesson 1: Developing an AI-driven CRM Strategy

Creating a Roadmap for AI IntegrationВидеоCreating a Roadmap for AI Integration Key ConceptsЧтениеModule 5 QuizЗаданиеCourse Three ConclusionВидеоSpecialization ConclusionВидео