Applied Marketing Analytics: From Data to Predictive Insights

In a world driven by data, the ability to transform raw marketing metrics into actionable insights is a critical skill for any modern professional. This course guides you through a comprehensive marketing analytics workflow, from initial data exploration to the implementation of predictive models that solve complex business problems. You will transition from understanding basic data structures to performing sophisticated analysis that informs high-level strategy. What you'll learn: - Understand foundational marketing analytics terminology and core data concepts. - Perform exploratory data analysis to uncover hidden patterns in customer behavior. - Analyze pairwise relationships between variables to identify key drivers of marketing success. - Develop and evaluate predictive models to forecast future marketing outcomes. - Apply modern metrics like Customer Lifetime Value and churn probability to real-world scenarios. - Practice interpreting statistical results to provide clear, data-backed business recommendations. The course begins with essential definitions and data preparation techniques before moving into correlation analysis and predictive modeling frameworks. It is designed for beginners interested in data-driven marketing and requires no prior specialized experience. Start building your expertise in marketing data analysis today.