Analyze and Predict with AI Insights

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

• Use AI sentiment analysis to generate strategic insights
• Apply precision and recall metrics to validate predictive models
• Combine NLP clustering with web analytics for deep user behavior understanding
• Evaluate models against business context for operational fit

• Basic computer and internet skills
• Ability to read course instructions in English and complete practice exercises