Lesson 1
Ambiguous Data in Drug Targets
Judging drug targets when data is incomplete or conflicting.
Start2 Micro-lessons
Micro lesson 1
Conflicting Evidence in Target SelectionMicro lesson 2
Overfitting to Noisy DataLesson 2
Algorithmic Bias and Hidden Costs
Detecting and restraining algorithmic bias in drug discovery pipelines.
Start2 Micro-lessons
Micro lesson 1
Algorithmic Blind SpotsMicro lesson 2
Premature OptimizationLesson 3
Scaling and Rare Failures
Managing scaling problems and rare but costly failures in bioinformatics drug discovery.
Start2 Micro-lessons
Micro lesson 1
Scaling Failure CascadesMicro lesson 2
Rare Event Blindness