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Analyze and Predict with AI Insights · LearnSpace
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Analyze and Predict with AI Insights

Курс от Coursera
Начальный≈ 1.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Did you know that 90% of the world's data was created in just the last two years? Yet most marketers are drowning in analytics data without extracting the deeper insights that drive real business growth. This Short Course was created to help digital marketing professionals accomplish AI-enhanced analytics that goes beyond traditional metrics to uncover hidden patterns and predict customer behavior. By completing this course, you'll be able to deploy AI tools to automatically categorize user interactions into meaningful themes, track sentiment shifts over time, and critically evaluate whether predictive models are reliable enough for your marketing campaigns. By the end of this course, you will be able to: • Apply AI tools to categorize themes and analyze sentiment shifts within user interaction data • Evaluate predictive model outcomes against business scenarios and validate interpretations with historical data This course is unique because it bridges the gap between raw analytics data and actionable business intelligence using cutting-edge AI techniques that are accessible to marketing professionals without deep technical backgrounds. To be successful in this project, you should have a background in basic Google Analytics, digital marketing metrics, and familiarity with data interpretation concepts.

Навыки, которые вы освоите

Predictive ModelingModel EvaluationGoogle AnalyticsArtificial IntelligenceBusiness IntelligenceMarketing AnalyticsPredictive AnalyticsCustomer InsightsCustomer AnalysisData ValidationAnalytics

Программа курса

2 модулей · 12 учебных материалов

01Module 1: AI Theme Analysis & Sentiment Tracking6 материалов
Why AI Sentiment Analysis Transforms Marketing IntelligenceВидеоUnderstanding AI Theme Categorization and Sentiment AnalysisВидеоNLP Clustering and Theme Categorization ConceptsЧтениеImplementing AI Theme Categorization in Analytics PlatformsВидео

Учитесь у экспертов

Professionals in the Industry

Преподаватель курса

Analyze and Predict with AI Insights
В каталоге вашей программы

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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 1.4 ч

2 модулей

Язык: Английский

Субтитры: Дари, Азербайджанский, Пушту

Часть программы вашего университета
Applying Sentiment Analysis to Marketing ScenariosDIALOGUE
Sentiment Analysis Knowledge CheckЗадание
02Module 2: Predictive Model Validation & Business Integration6 материалов
Why Model Validation Prevents Costly Marketing MistakesВидеоPredictive Model Performance Metrics in MarketingВидеоPrecision, Recall, and Model Validation ConceptsЧтениеValidating Churn Prediction Models Against Historical DataВидео Model Evaluation WorkshopЗаданиеFinal AssessmentЗадание