MMM Dashboard Must-Haves
Explore essential visualisations, governance, and interactivity features in a modern MMM dashboard.…
Data Lakehouse Feeds
Assess knowledge of lakehouse architectures, Delta tables, and orchestration patterns feeding MMM.…
Outlier Detection & Winsorising
This quiz probes robust techniques to identify and handle extreme values in MMM datasets. IQR method…
MMM Dashboard Must-Haves
Explore essential visualisations, governance, and interactivity features in a modern MMM dashboard.…
Data Lakehouse Feeds
Assess knowledge of lakehouse architectures, Delta tables, and orchestration patterns feeding MMM.…
Outlier Detection & Winsorising
This quiz probes robust techniques to identify and handle extreme values in MMM datasets. IQR method…
Contribution vs. Attribution Debate
Explore philosophical and practical differences between share-based contribution metrics and causal…
Cross-Channel Synergies
This quiz tests understanding of interaction effects and how to model joint channel lift.…
Negative ROI Channel Detection
Identify methods to spot and diagnose channels or campaigns destroying value. Negative ROI detection…
Model Over-Fitting Guards
This quiz covers cross‑validation, regularisation, and diagnostics to prevent over‑fitting in MMM.…
