Understand the model.
Make a better decision.

Five connected learning paths, with worked examples, interactive tools and practical checks. Start with your question, then follow the evidence.

Build the whole picture Marketing mix modelling Choose a measurement question, audit your data and learn how an MMM turns channel activity into a budget decision.

Find what marketing caused Incrementality and experiments Design holdouts and geo tests, understand statistical power and use experiments to challenge attribution and calibrate MMM.

Understand the assumptions How marketing mix models work Explore adstock, saturation, baselines and confounding with visual explanations and interactive model mechanics.

Turn evidence into action Marketing budget decisions Compare marginal returns, contribution margins and bounded scenarios before moving marketing budget.

Build a reproducible workflow MMM tools, code and platforms Choose between R, Python, spreadsheets and managed MMM platforms, with tutorials, datasets and validation checkpoints.

Turn understanding into practice

Your next step: make a better marketing decision.

Work through realistic business problems with guided lessons, practical templates and simulations.

Choose your learning plan Explore the MMM course See the curriculum before choosing a plan.

Browse the complete MMM library or explore the marketing blog.