Lesson 1
Limits of Numerical Methods
Recognizing when numerical methods fail or mislead.
Start2 Micro-lessons
Micro lesson 1
False Confidence in PrecisionMicro lesson 2
Ignoring Edge CasesLesson 2
Optimization Under Constraint
Judging trade-offs and risks in constrained scientific computation.
Start2 Micro-lessons
Micro lesson 1
Overfitting to ConstraintsMicro lesson 2
Premature OptimizationLesson 3
Scaling and Stability
Detecting instability and compounding errors in large-scale computation.
Start2 Micro-lessons
Micro lesson 1
Silent InstabilityMicro lesson 2
Compounding Small Errors