Lesson 1Ambiguity in Usage DataRecognizing uncertainty and limits in analytics.Start2 Micro-lessonsMicro lesson 1Misleading Engagement MetricsMicro lesson 2Ambiguous User Behavior
Lesson 2Hidden Costs of TrackingLong-term effects and trade-offs in data collection.Start2 Micro-lessonsMicro lesson 1Data Collection FatigueMicro lesson 2Overfitting Analytics Decisions
Lesson 3Calibration and RestraintWhen to act, when to wait, and how to recalibrate analytics decisions.Start2 Micro-lessonsMicro lesson 1Waiting for Meaningful PatternsMicro lesson 2Restraint in Response to Spikes