Marketing Analytics and Attribution Modeling

What You Will Learn

• 1 Learn the foundational concepts of marketing analytics and build a data-driven decision culture.
• 2 Understand the essential marketing metrics and KPIs that connect campaign performance to business outcomes.
• 3 Apply data collection techniques and tracking frameworks to capture customer interactions accurately.
• 4 Analyze web analytics and user behavior to improve digital experiences and conversion paths.
• 5 Attribution modeling fundamentals: evaluate single-touch and multi-touch models for accurate credit assignment.
• 6 Implement advanced algorithmic attribution using machine learning and statistical methods.
• 7 Design experiments and causal inference studies to measure marketing impact beyond correlations.
• 8 Segment customers based on predictive analytics and target high-value audiences effectively.
• 9 Integrate and govern attribution data across platforms, ensuring quality and consistency.
• 10 Apply marketing mix modeling and media planning to optimize budget allocation at scale.
• 11 Communicate analytics findings to stakeholders and drive marketing decisions with storytelling.
• 12 Explore emerging trends in AI-driven marketing analytics, privacy-first measurement, and future-ready attribution.