Lesson 1
Instrument Calibration Under Uncertainty
Judging when and how to recalibrate instruments when data is ambiguous.
Start2 Micro-lessons
Micro lesson 1
Ambiguous Drift in Sensor OutputMicro lesson 2
Conflicting Calibration StandardsLesson 2
Data Integrity Versus Observation Opportunity
Balancing the urge to collect data with the risk of compromised integrity.
Start2 Micro-lessons
Micro lesson 1
Pressure to Capture During Suboptimal ConditionsMicro lesson 2
Partial Data and the Illusion of CompletenessLesson 3
Interpreting Anomalies Without Overfitting
Resisting the impulse to explain every anomaly and knowing when to wait.
Start2 Micro-lessons
Micro lesson 1
Pattern Recognition Versus OverfittingMicro lesson 2
Waiting Out the Outlier