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Generative AI's Applications in Marketing Analytics · LearnSpace
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Generative AI's Applications in Marketing Analytics

Курс от Edureka
Начальный≈ 4.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the "Generative AI's Applications in Marketing Analytics" designed to introduce you to the fusion of Generative AI and marketing analytics. Throughout this course, you will explore how Generative AI enhances marketing analytics by providing advanced tools for actionable insights, accurate predictions, and more effective marketing strategies. By the end of this course, you will have gained the knowledge and expertise to: - Explain how Generative AI can transform marketing analytics, improving the way organizations understand and engage with audiences. - Apply methodologies and techniques of Generative AI specifically for marketing analytics, using these tools to uncover patterns, anticipate trends, and optimize campaign performance. - Identify ethical considerations and best practices for implementing Generative AI in marketing analytics, with a focus on secure, compliant, and responsible handling of consumer data. This course is intended for marketing managers, professionals, AI researchers, and consultants eager to leverage Generative AI for deeper marketing insights and responsible information stewardship. Whether you are new to AI or a seasoned marketing professional, you’ll benefit from practical knowledge and industry-tested frameworks that support your growth at the intersection of Generative AI and marketing analytics. Prepare to enhance your skills in data-driven marketing, ethical AI, and campaign optimization as you learn to apply Generative AI tools and techniques to real-world marketing challenges.

Навыки, которые вы освоите

Data PreprocessingMarketing ManagementPersonalized CampaignsData-Driven MarketingExploratory Data Analysis

Программа курса

1 модулей · 35 учебных материалов

01Generative AI's Application in Marketing Analytics35 материалов

Introduction to Generative AI in Marketing Analytics

Course OverviewЧтениеCourse IntroductionВидеоWhat Do You Know about Gen AI in Marketing Analytics?DIALOGUEOverview of Generative AIВидео

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Edureka

Преподаватель курса

Generative AI's Applications in Marketing Analytics
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в новой вкладке

Обучение на Coursera

≈ 4.1 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Fundamentals of Marketing AnalyticsВидео
How to use Discussion ForumsЧтение
Leveraging Generative AI for Marketing AnalyticsОбсуждение
Knowledge Check: Introduction to Generative AI in Marketing AnalyticsЗадание

Basics of Generative AI Models

Introduction to Generative AIВидеоUnderstanding Neural NetworksВидеоChallenges of using Generative AI in Marketing AnalyticsОбсуждениеKnowledge Check: Basics of Generative ModelsЗадание

Data Preparation for Generative AI in Marketing

Data Collection and PreprocessingВидеоFeature Engineering for Marketing DataВидеоSynthetic Minority Over-sampling Technique(SMOTE)ЧтениеKnowledge Check: Data Preparation for Generative AI in MarketingЗадание

Applications of Generative AI in Marketing Analytics

Customer Segmentation and TargetingВидеоContent Generation and OptimizationВидеоPredictive Modelling with Generative AIВидеоTechniques to Improve Marketing StrategiesОбсуждениеKnowledge Check: Applications of Generative AI in Marketing AnalyticsЗадание

Implementing Generative AI Models in Marketing Analytics

Model Deployment and IntegrationВидеоEthical Considerations and Bias in Generative AIВидеоEthical Considerations and Bias when implementing Generative AI modelsОбсуждениеKnowledge Check: Implementing Generative AI Models in Marketing AnalyticsЗадание

Case Studies and Practical Examples

Real-world Examples of Generative AI in MarketingВидеоBuilding a Generative Model for Customer ProfilingВидеоKnowledge Check: Case Studies and Practical ExamplesЗадание

Future Trends and Emerging Technologies

Evolving Landscape of Generative AI in MarketingВидеоOpportunities and ChallengesВидеоExploring New Technology for Future MarketingОбсуждениеKnowledge Check: Future Trends and Emerging TechnologiesЗадание

Module Wrap-Up and Assessment

Final Checkpoint: Reflecting on Gen AI in Marketing AnalyticsDIALOGUEEnd Course Knowledge CheckЗаданиеCourse SummaryВидео